Overview
Dataset statistics
| Number of variables | 79 |
|---|---|
| Number of observations | 11114 |
| Missing cells | 460154 |
| Missing cells (%) | 52.4% |
| Total size in memory | 6.7 MiB |
| Average record size in memory | 632.0 B |
Variable types
| Text | 9 |
|---|---|
| Numeric | 70 |
city has constant value "Johannesburg" | Constant |
hiv_status has constant value "Positive" | Constant |
on_art has constant value "1.0" | Constant |
calcium has constant value "2.31" | Constant |
patient_id has 263 (2.4%) missing values | Missing |
visit_date has 263 (2.4%) missing values | Missing |
year has 263 (2.4%) missing values | Missing |
month has 263 (2.4%) missing values | Missing |
season has 263 (2.4%) missing values | Missing |
city has 263 (2.4%) missing values | Missing |
age_years has 1628 (14.6%) missing values | Missing |
sex has 1333 (12.0%) missing values | Missing |
race has 7148 (64.3%) missing values | Missing |
hiv_status has 4888 (44.0%) missing values | Missing |
hiv_positive has 427 (3.8%) missing values | Missing |
on_art has 10637 (95.7%) missing values | Missing |
virally_suppressed has 8593 (77.3%) missing values | Missing |
cd4_count has 6559 (59.0%) missing values | Missing |
viral_load has 8594 (77.3%) missing values | Missing |
viral_load_undetectable has 8594 (77.3%) missing values | Missing |
log10_viral_load has 8597 (77.4%) missing values | Missing |
viral_load_wrhi003_category has 10893 (98.0%) missing values | Missing |
hemoglobin has 8078 (72.7%) missing values | Missing |
hematocrit has 8397 (75.6%) missing values | Missing |
rbc_count has 10062 (90.5%) missing values | Missing |
wbc_count has 8087 (72.8%) missing values | Missing |
platelet_count has 8792 (79.1%) missing values | Missing |
mcv has 10062 (90.5%) missing values | Missing |
mch has 10062 (90.5%) missing values | Missing |
mchc has 10062 (90.5%) missing values | Missing |
rdw has 10897 (98.0%) missing values | Missing |
neutrophils_pct has 9831 (88.5%) missing values | Missing |
lymphocytes_pct has 9831 (88.5%) missing values | Missing |
monocytes_pct has 10897 (98.0%) missing values | Missing |
eosinophils_pct has 10897 (98.0%) missing values | Missing |
basophils_pct has 10897 (98.0%) missing values | Missing |
fasting_glucose has 8346 (75.1%) missing values | Missing |
log10_fasting_glucose has 8346 (75.1%) missing values | Missing |
total_cholesterol has 8145 (73.3%) missing values | Missing |
hdl_cholesterol has 8152 (73.3%) missing values | Missing |
ldl_cholesterol has 8174 (73.5%) missing values | Missing |
triglycerides has 10142 (91.3%) missing values | Missing |
creatinine has 9862 (88.7%) missing values | Missing |
creatinine_clearance has 10893 (98.0%) missing values | Missing |
bun has 11024 (99.2%) missing values | Missing |
alt has 9422 (84.8%) missing values | Missing |
ast has 9437 (84.9%) missing values | Missing |
alp has 10083 (90.7%) missing values | Missing |
total_bilirubin has 10083 (90.7%) missing values | Missing |
albumin has 9142 (82.3%) missing values | Missing |
total_protein has 10185 (91.6%) missing values | Missing |
sodium has 10083 (90.7%) missing values | Missing |
potassium has 9904 (89.1%) missing values | Missing |
calcium has 11113 (> 99.9%) missing values | Missing |
systolic_bp has 5938 (53.4%) missing values | Missing |
diastolic_bp has 5938 (53.4%) missing values | Missing |
heart_rate has 6596 (59.3%) missing values | Missing |
temperature has 6826 (61.4%) missing values | Missing |
respiratory_rate has 8941 (80.4%) missing values | Missing |
oxygen_saturation has 8987 (80.9%) missing values | Missing |
height_m has 4609 (41.5%) missing values | Missing |
weight_kg has 4477 (40.3%) missing values | Missing |
bmi has 4503 (40.5%) missing values | Missing |
waist_circumference has 10537 (94.8%) missing values | Missing |
temp_mean_c has 263 (2.4%) missing values | Missing |
temp_max_c has 263 (2.4%) missing values | Missing |
temp_min_c has 263 (2.4%) missing values | Missing |
temp_range_c has 263 (2.4%) missing values | Missing |
temp_lag1d has 263 (2.4%) missing values | Missing |
temp_lag3d has 263 (2.4%) missing values | Missing |
temp_lag7d has 263 (2.4%) missing values | Missing |
temp_lag14d has 263 (2.4%) missing values | Missing |
temp_lag21d has 263 (2.4%) missing values | Missing |
temp_lag30d has 263 (2.4%) missing values | Missing |
temp_variability_7d has 263 (2.4%) missing values | Missing |
temp_variability_30d has 263 (2.4%) missing values | Missing |
apparent_temp has 263 (2.4%) missing values | Missing |
temp_anomaly has 263 (2.4%) missing values | Missing |
heat_stress_category has 263 (2.4%) missing values | Missing |
hiv_positive has 4461 (40.1%) zeros | Zeros |
virally_suppressed has 2265 (20.4%) zeros | Zeros |
viral_load_undetectable has 2271 (20.4%) zeros | Zeros |
log10_viral_load has 244 (2.2%) zeros | Zeros |
viral_load_wrhi003_category has 179 (1.6%) zeros | Zeros |
heat_wave_day has 10387 (93.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-25 14:51:33.023537 |
|---|---|
| Analysis finished | 2025-11-25 14:51:33.337910 |
| Duration | 0.31 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
study_source
Text
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 12.45348209 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JHB_WRHI_003 |
|---|---|
| 2nd row | JHB_WRHI_003 |
| 3rd row | JHB_WRHI_003 |
| 4th row | JHB_WRHI_003 |
| 5th row | JHB_WRHI_003 |
| Value | Count | Frequency (%) |
| jhb_aurum_009 | 2930 | |
| jhb_vida_007 | 2129 | |
| jhb_wrhi_001 | 1067 | 9.6% |
| jhb_ezin_002 | 1053 | 9.5% |
| jhb_dphru_053 | 998 | 9.0% |
| jhb_dphru_013 | 784 | 7.1% |
| jhb_vida_008 | 550 | 4.9% |
| jhb_actg_019 | 283 | 2.5% |
| jhb_actg_015 | 264 | 2.4% |
| jhb_actg_018 | 240 | 2.2% |
| Other values (7) | 816 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 22228 | |
| 0 | 19228 | |
| H | 14348 | |
| J | 11114 | 8.0% |
| B | 11114 | 8.0% |
| A | 6812 | 4.9% |
| u | 5860 | 4.2% |
| D | 4461 | 3.2% |
| I | 4146 | 3.0% |
| R | 3234 | 2.3% |
| Other values (25) | 35863 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 67959 | |
| Decimal Number | 33342 | |
| Connector Punctuation | 22228 | 16.1% |
| Lowercase Letter | 14879 | 10.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 14348 | |
| J | 11114 | |
| B | 11114 | |
| A | 6812 | |
| D | 4461 | 6.6% |
| I | 4146 | 6.1% |
| R | 3234 | 4.8% |
| V | 2679 | 3.9% |
| P | 1946 | 2.9% |
| U | 1782 | 2.6% |
| Other values (8) | 6323 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 19228 | |
| 9 | 3213 | 9.6% |
| 1 | 2890 | 8.7% |
| 7 | 2149 | 6.4% |
| 3 | 2003 | 6.0% |
| 5 | 1441 | 4.3% |
| 2 | 1310 | 3.9% |
| 8 | 790 | 2.4% |
| 6 | 316 | 0.9% |
| 4 | 2 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 5860 | |
| m | 2930 | |
| r | 2930 | |
| n | 1053 | 7.1% |
| i | 1053 | 7.1% |
| z | 1053 | 7.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 22228 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 82838 | |
| Common | 55570 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 14348 | |
| J | 11114 | |
| B | 11114 | |
| A | 6812 | |
| u | 5860 | 7.1% |
| D | 4461 | 5.4% |
| I | 4146 | 5.0% |
| R | 3234 | 3.9% |
| m | 2930 | 3.5% |
| r | 2930 | 3.5% |
| Other values (14) | 15889 |
Common
| Value | Count | Frequency (%) |
| _ | 22228 | |
| 0 | 19228 | |
| 9 | 3213 | 5.8% |
| 1 | 2890 | 5.2% |
| 7 | 2149 | 3.9% |
| 3 | 2003 | 3.6% |
| 5 | 1441 | 2.6% |
| 2 | 1310 | 2.4% |
| 8 | 790 | 1.4% |
| 6 | 316 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 138408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 22228 | |
| 0 | 19228 | |
| H | 14348 | |
| J | 11114 | 8.0% |
| B | 11114 | 8.0% |
| A | 6812 | 4.9% |
| u | 5860 | 4.2% |
| D | 4461 | 3.2% |
| I | 4146 | 3.0% |
| R | 3234 | 2.3% |
| Other values (25) | 35863 |
patient_id
Text
Missing
| Distinct | 9756 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Memory size | 87.0 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 17 |
| Mean length | 20.65496268 |
| Min length | 14 |
Unique
| Unique | 9356 ? |
|---|---|
| Unique (%) | 86.2% |
Sample
| 1st row | HEAT_329E55DDD278 |
|---|---|
| 2nd row | HEAT_C8A77DD97D98 |
| 3rd row | HEAT_A4407F8E079E |
| 4th row | HEAT_7DCC7C7F1641 |
| 5th row | HEAT_32253618AEF8 |
| Value | Count | Frequency (%) |
| heat_aurum_nan | 380 | 3.5% |
| heat_80b29fc116a3 | 4 | < 0.1% |
| heat_e645985e368f | 4 | < 0.1% |
| heat_1ca0fecca09c | 4 | < 0.1% |
| heat_c15b9290e25d | 4 | < 0.1% |
| heat_9d48a6fffc6e | 4 | < 0.1% |
| heat_d2bc408693dd | 4 | < 0.1% |
| heat_fa125e735782 | 4 | < 0.1% |
| heat_2daa2908c08e | 4 | < 0.1% |
| heat_4df14a36d7ce | 4 | < 0.1% |
| Other values (9746) | 10435 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 22186 | 9.9% |
| E | 16901 | 7.5% |
| 0 | 15165 | 6.8% |
| _ | 13781 | 6.1% |
| 1 | 12895 | 5.8% |
| - | 12750 | 5.7% |
| 9 | 11828 | 5.3% |
| H | 10851 | 4.8% |
| T | 10851 | 4.8% |
| 5 | 9687 | 4.3% |
| Other values (15) | 87232 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 101224 | |
| Decimal Number | 95232 | |
| Connector Punctuation | 13781 | 6.1% |
| Dash Punctuation | 12750 | 5.7% |
| Lowercase Letter | 1140 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 22186 | |
| E | 16901 | |
| H | 10851 | |
| T | 10851 | |
| U | 8410 | 8.3% |
| D | 6021 | 5.9% |
| C | 5930 | 5.9% |
| B | 5837 | 5.8% |
| F | 5827 | 5.8% |
| R | 5480 | 5.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15165 | |
| 1 | 12895 | |
| 9 | 11828 | |
| 5 | 9687 | |
| 7 | 9283 | |
| 2 | 7861 | |
| 3 | 7592 | |
| 4 | 7326 | |
| 6 | 6914 | |
| 8 | 6681 |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 760 | |
| a | 380 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 13781 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 12750 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121763 | |
| Latin | 102364 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 22186 | |
| E | 16901 | |
| H | 10851 | |
| T | 10851 | |
| U | 8410 | 8.2% |
| D | 6021 | 5.9% |
| C | 5930 | 5.8% |
| B | 5837 | 5.7% |
| F | 5827 | 5.7% |
| R | 5480 | 5.4% |
| Other values (3) | 4070 | 4.0% |
Common
| Value | Count | Frequency (%) |
| 0 | 15165 | |
| _ | 13781 | |
| 1 | 12895 | |
| - | 12750 | |
| 9 | 11828 | |
| 5 | 9687 | |
| 7 | 9283 | |
| 2 | 7861 | |
| 3 | 7592 | |
| 4 | 7326 | |
| Other values (2) | 13595 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 224127 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 22186 | 9.9% |
| E | 16901 | 7.5% |
| 0 | 15165 | 6.8% |
| _ | 13781 | 6.1% |
| 1 | 12895 | 5.8% |
| - | 12750 | 5.7% |
| 9 | 11828 | 5.3% |
| H | 10851 | 4.8% |
| T | 10851 | 4.8% |
| 5 | 9687 | 4.3% |
| Other values (15) | 87232 |
visit_date
Text
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Memory size | 87.0 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 292 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | 2016-07-19 |
|---|---|
| 2nd row | 2016-07-19 |
| 3rd row | 2016-07-19 |
| 4th row | 2016-07-19 |
| 5th row | 2016-07-19 |
| Value | Count | Frequency (%) |
| 2017-01-01 | 162 | 1.5% |
| 2020-08-18 | 82 | 0.8% |
| 2020-08-17 | 75 | 0.7% |
| 2020-08-07 | 71 | 0.7% |
| 2020-08-11 | 68 | 0.6% |
| 2020-08-12 | 63 | 0.6% |
| 2020-07-23 | 62 | 0.6% |
| 2020-07-30 | 56 | 0.5% |
| 2020-08-04 | 54 | 0.5% |
| 2020-08-03 | 50 | 0.5% |
| Other values (1721) | 10108 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28068 | |
| - | 21702 | |
| 2 | 19836 | |
| 1 | 16814 | |
| 7 | 4453 | 4.1% |
| 3 | 4421 | 4.1% |
| 4 | 3655 | 3.4% |
| 8 | 3452 | 3.2% |
| 6 | 2271 | 2.1% |
| 5 | 1999 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86808 | |
| Dash Punctuation | 21702 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28068 | |
| 2 | 19836 | |
| 1 | 16814 | |
| 7 | 4453 | 5.1% |
| 3 | 4421 | 5.1% |
| 4 | 3655 | 4.2% |
| 8 | 3452 | 4.0% |
| 6 | 2271 | 2.6% |
| 5 | 1999 | 2.3% |
| 9 | 1839 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108510 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28068 | |
| - | 21702 | |
| 2 | 19836 | |
| 1 | 16814 | |
| 7 | 4453 | 4.1% |
| 3 | 4421 | 4.1% |
| 4 | 3655 | 3.4% |
| 8 | 3452 | 3.2% |
| 6 | 2271 | 2.1% |
| 5 | 1999 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108510 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28068 | |
| - | 21702 | |
| 2 | 19836 | |
| 1 | 16814 | |
| 7 | 4453 | 4.1% |
| 3 | 4421 | 4.1% |
| 4 | 3655 | 3.4% |
| 8 | 3452 | 3.2% |
| 6 | 2271 | 2.1% |
| 5 | 1999 | 1.8% |
year
Real number (ℝ)
Missing
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.502442 |
| Minimum | 2003 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 2003 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2014 |
| Q3 | 2020 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 18 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.70600068 |
|---|---|
| Coefficient of variation (CV) | 0.001838747799 |
| Kurtosis | -0.2231586951 |
| Mean | 2015.502442 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.4223368305 |
| Sum | 21870217 |
| Variance | 13.73444104 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 2020 | 2557 | |
| 2013 | 2061 | |
| 2014 | 1831 | |
| 2017 | 1667 | |
| 2018 | 648 | 5.8% |
| 2011 | 615 | 5.5% |
| 2012 | 513 | 4.6% |
| 2006 | 313 | 2.8% |
| 2021 | 301 | 2.7% |
| 2016 | 120 | 1.1% |
| Other values (7) | 225 | 2.0% |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 2003 | 5 | < 0.1% |
| 2004 | 15 | 0.1% |
| 2005 | 19 | 0.2% |
| 2006 | 313 | |
| 2007 | 98 | 0.9% |
| Value | Count | Frequency (%) |
| 2021 | 301 | 2.7% |
| 2020 | 2557 | |
| 2018 | 648 | 5.8% |
| 2017 | 1667 | |
| 2016 | 120 | 1.1% |
month
Real number (ℝ)
Missing
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.543452216 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.958674854 |
|---|---|
| Coefficient of variation (CV) | 0.4521580897 |
| Kurtosis | -0.8768815603 |
| Mean | 6.543452216 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2331275948 |
| Sum | 71003 |
| Variance | 8.753756892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 8 | 1702 | |
| 7 | 1573 | |
| 10 | 1134 | |
| 5 | 942 | |
| 6 | 899 | |
| 9 | 817 | |
| 2 | 814 | |
| 4 | 750 | |
| 3 | 684 | |
| 11 | 658 | 5.9% |
| Other values (2) | 878 |
| Value | Count | Frequency (%) |
| 1 | 625 | |
| 2 | 814 | |
| 3 | 684 | |
| 4 | 750 | |
| 5 | 942 |
| Value | Count | Frequency (%) |
| 12 | 253 | 2.3% |
| 11 | 658 | 5.9% |
| 10 | 1134 | |
| 9 | 817 | |
| 8 | 1702 |
season
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Memory size | 87.0 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Winter |
|---|---|
| 2nd row | Winter |
| 3rd row | Winter |
| 4th row | Winter |
| 5th row | Winter |
| Value | Count | Frequency (%) |
| winter | 4174 | |
| spring | 2609 | |
| autumn | 2376 | |
| summer | 1692 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 9159 | |
| r | 8475 | |
| i | 6783 | |
| t | 6550 | |
| u | 6444 | |
| e | 5866 | |
| m | 5760 | |
| S | 4301 | |
| W | 4174 | |
| p | 2609 | 4.0% |
| Other values (2) | 4985 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54255 | |
| Uppercase Letter | 10851 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 9159 | |
| r | 8475 | |
| i | 6783 | |
| t | 6550 | |
| u | 6444 | |
| e | 5866 | |
| m | 5760 | |
| p | 2609 | 4.8% |
| g | 2609 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4301 | |
| W | 4174 | |
| A | 2376 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 65106 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 9159 | |
| r | 8475 | |
| i | 6783 | |
| t | 6550 | |
| u | 6444 | |
| e | 5866 | |
| m | 5760 | |
| S | 4301 | |
| W | 4174 | |
| p | 2609 | 4.0% |
| Other values (2) | 4985 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 65106 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 9159 | |
| r | 8475 | |
| i | 6783 | |
| t | 6550 | |
| u | 6444 | |
| e | 5866 | |
| m | 5760 | |
| S | 4301 | |
| W | 4174 | |
| p | 2609 | 4.0% |
| Other values (2) | 4985 |
latitude
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26.08390367 |
| Minimum | -26.2309 |
|---|---|
| Maximum | -25.7479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11114 |
| Negative (%) | 100.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -26.2309 |
|---|---|
| 5-th percentile | -26.2041 |
| Q1 | -26.2041 |
| median | -26.2041 |
| Q3 | -25.7479 |
| 95-th percentile | -25.7479 |
| Maximum | -25.7479 |
| Range | 0.483 |
| Interquartile range (IQR) | 0.4562 |
Descriptive statistics
| Standard deviation | 0.2010596575 |
|---|---|
| Coefficient of variation (CV) | -0.007708188929 |
| Kurtosis | -0.8487392469 |
| Mean | -26.08390367 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.072910888 |
| Sum | -289896.5054 |
| Variance | 0.04042498587 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| -26.2041 | 8154 | |
| -25.7479 | 2930 | 26.4% |
| -26.2309 | 30 | 0.3% |
| Value | Count | Frequency (%) |
| -26.2309 | 30 | 0.3% |
| -26.2041 | 8154 | |
| -25.7479 | 2930 | 26.4% |
| Value | Count | Frequency (%) |
| -25.7479 | 2930 | 26.4% |
| -26.2041 | 8154 | |
| -26.2309 | 30 | 0.3% |
longitude
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.08559679 |
| Minimum | 27.8585 |
|---|---|
| Maximum | 28.2293 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 27.8585 |
|---|---|
| 5-th percentile | 27.9394 |
| Q1 | 28.0473 |
| median | 28.0473 |
| Q3 | 28.2293 |
| 95-th percentile | 28.2293 |
| Maximum | 28.2293 |
| Range | 0.3708 |
| Interquartile range (IQR) | 0.182 |
Descriptive statistics
| Standard deviation | 0.09139356213 |
|---|---|
| Coefficient of variation (CV) | 0.003254107891 |
| Kurtosis | -0.7083367318 |
| Mean | 28.08559679 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5878069058 |
| Sum | 312143.3227 |
| Variance | 0.008352783199 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 28.0473 | 7209 | |
| 28.2293 | 2930 | |
| 27.9394 | 945 | 8.5% |
| 27.8585 | 30 | 0.3% |
| Value | Count | Frequency (%) |
| 27.8585 | 30 | 0.3% |
| 27.9394 | 945 | 8.5% |
| 28.0473 | 7209 | |
| 28.2293 | 2930 |
| Value | Count | Frequency (%) |
| 28.2293 | 2930 | |
| 28.0473 | 7209 | |
| 27.9394 | 945 | 8.5% |
| 27.8585 | 30 | 0.3% |
city
Text
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Memory size | 87.0 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Johannesburg |
|---|---|
| 2nd row | Johannesburg |
| 3rd row | Johannesburg |
| 4th row | Johannesburg |
| 5th row | Johannesburg |
| Value | Count | Frequency (%) |
| johannesburg | 10851 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 21702 | |
| J | 10851 | |
| o | 10851 | |
| h | 10851 | |
| a | 10851 | |
| e | 10851 | |
| s | 10851 | |
| b | 10851 | |
| u | 10851 | |
| r | 10851 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 119361 | |
| Uppercase Letter | 10851 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 21702 | |
| o | 10851 | |
| h | 10851 | |
| a | 10851 | |
| e | 10851 | |
| s | 10851 | |
| b | 10851 | |
| u | 10851 | |
| r | 10851 | |
| g | 10851 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 10851 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 130212 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 21702 | |
| J | 10851 | |
| o | 10851 | |
| h | 10851 | |
| a | 10851 | |
| e | 10851 | |
| s | 10851 | |
| b | 10851 | |
| u | 10851 | |
| r | 10851 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 21702 | |
| J | 10851 | |
| o | 10851 | |
| h | 10851 | |
| a | 10851 | |
| e | 10851 | |
| s | 10851 | |
| b | 10851 | |
| u | 10851 | |
| r | 10851 |
age_years
Real number (ℝ)
Missing
| Distinct | 742 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 1628 |
| Missing (%) | 14.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.34819851 |
| Minimum | 0 |
|---|---|
| Maximum | 76 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 28 |
| median | 35 |
| Q3 | 44 |
| 95-th percentile | 57 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.18592207 |
|---|---|
| Coefficient of variation (CV) | 0.3077435065 |
| Kurtosis | -0.4755978254 |
| Mean | 36.34819851 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.5066850915 |
| Sum | 344799.0111 |
| Variance | 125.1248525 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31 | 339 | 3.1% |
| 30 | 316 | 2.8% |
| 28 | 307 | 2.8% |
| 26 | 301 | 2.7% |
| 34 | 299 | 2.7% |
| 29 | 299 | 2.7% |
| 33 | 298 | 2.7% |
| 25 | 287 | 2.6% |
| 37 | 283 | 2.5% |
| 24 | 280 | 2.5% |
| Other values (732) | 6477 | |
| (Missing) | 1628 | 14.6% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 6 | |
| 16 | 4 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 74 | 1 | |
| 72 | 2 | |
| 71 | 2 | |
| 70 | 1 |
sex
Text
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1333 |
| Missing (%) | 12.0% |
| Memory size | 87.0 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 5.119926388 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Male |
| Value | Count | Frequency (%) |
| female | 4838 | |
| male | 4519 | |
| unknown | 423 | 4.3% |
| not | 1 | < 0.1% |
| available | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14196 | |
| a | 9360 | |
| l | 9359 | |
| F | 4838 | 9.7% |
| m | 4838 | 9.7% |
| M | 4519 | 9.0% |
| n | 1269 | 2.5% |
| o | 424 | 0.8% |
| w | 423 | 0.8% |
| k | 423 | 0.8% |
| Other values (7) | 429 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40296 | |
| Uppercase Letter | 9781 | 19.5% |
| Space Separator | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 14196 | |
| a | 9360 | |
| l | 9359 | |
| m | 4838 | 12.0% |
| n | 1269 | 3.1% |
| o | 424 | 1.1% |
| w | 423 | 1.0% |
| k | 423 | 1.0% |
| t | 1 | < 0.1% |
| v | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 4838 | |
| M | 4519 | |
| U | 423 | 4.3% |
| N | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50077 | |
| Common | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 14196 | |
| a | 9360 | |
| l | 9359 | |
| F | 4838 | 9.7% |
| m | 4838 | 9.7% |
| M | 4519 | 9.0% |
| n | 1269 | 2.5% |
| o | 424 | 0.8% |
| w | 423 | 0.8% |
| k | 423 | 0.8% |
| Other values (6) | 428 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 14196 | |
| a | 9360 | |
| l | 9359 | |
| F | 4838 | 9.7% |
| m | 4838 | 9.7% |
| M | 4519 | 9.0% |
| n | 1269 | 2.5% |
| o | 424 | 0.8% |
| w | 423 | 0.8% |
| k | 423 | 0.8% |
| Other values (7) | 429 | 0.9% |
race
Text
Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 7148 |
| Missing (%) | 64.3% |
| Memory size | 87.0 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.246596067 |
| Min length | 5 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Black |
|---|---|
| 2nd row | Black |
| 3rd row | Black |
| 4th row | Black |
| 5th row | Black |
| Value | Count | Frequency (%) |
| black | 3132 | |
| white | 320 | 8.1% |
| coloured | 315 | 7.9% |
| asian | 139 | 3.5% |
| other | 55 | 1.4% |
| not | 4 | 0.1% |
| reported | 4 | 0.1% |
| mixed | 1 | < 0.1% |
| race | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 3447 | |
| a | 3272 | |
| c | 3133 | |
| B | 3132 | |
| k | 3132 | |
| e | 700 | 3.4% |
| o | 638 | 3.1% |
| i | 460 | 2.2% |
| t | 383 | 1.8% |
| r | 378 | 1.8% |
| Other values (15) | 2133 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16836 | |
| Uppercase Letter | 3967 | 19.1% |
| Space Separator | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 3447 | |
| a | 3272 | |
| c | 3133 | |
| k | 3132 | |
| e | 700 | 4.2% |
| o | 638 | 3.8% |
| i | 460 | 2.7% |
| t | 383 | 2.3% |
| r | 378 | 2.2% |
| h | 375 | 2.2% |
| Other values (6) | 918 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3132 | |
| W | 320 | 8.1% |
| C | 315 | 7.9% |
| A | 139 | 3.5% |
| O | 55 | 1.4% |
| N | 4 | 0.1% |
| M | 1 | < 0.1% |
| R | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20803 | |
| Common | 5 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 3447 | |
| a | 3272 | |
| c | 3133 | |
| B | 3132 | |
| k | 3132 | |
| e | 700 | 3.4% |
| o | 638 | 3.1% |
| i | 460 | 2.2% |
| t | 383 | 1.8% |
| r | 378 | 1.8% |
| Other values (14) | 2128 |
Common
| Value | Count | Frequency (%) |
| 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 3447 | |
| a | 3272 | |
| c | 3133 | |
| B | 3132 | |
| k | 3132 | |
| e | 700 | 3.4% |
| o | 638 | 3.1% |
| i | 460 | 2.2% |
| t | 383 | 1.8% |
| r | 378 | 1.8% |
| Other values (15) | 2133 |
hiv_status
Text
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4888 |
| Missing (%) | 44.0% |
| Memory size | 87.0 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Positive |
| 5th row | Positive |
| Value | Count | Frequency (%) |
| positive | 6226 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 12452 | |
| P | 6226 | |
| o | 6226 | |
| s | 6226 | |
| t | 6226 | |
| v | 6226 | |
| e | 6226 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43582 | |
| Uppercase Letter | 6226 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 12452 | |
| o | 6226 | |
| s | 6226 | |
| t | 6226 | |
| v | 6226 | |
| e | 6226 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 6226 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49808 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 12452 | |
| P | 6226 | |
| o | 6226 | |
| s | 6226 | |
| t | 6226 | |
| v | 6226 | |
| e | 6226 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 12452 | |
| P | 6226 | |
| o | 6226 | |
| s | 6226 | |
| t | 6226 | |
| v | 6226 | |
| e | 6226 |
hiv_positive
Real number (ℝ)
Missing Zeros
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 427 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5825769627 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4461 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4931569752 |
|---|---|
| Coefficient of variation (CV) | 0.8465095718 |
| Kurtosis | -1.888159295 |
| Mean | 0.5825769627 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.3349538724 |
| Sum | 6226 |
| Variance | 0.2432038022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 1 | 6226 | |
| 0 | 4461 | |
| (Missing) | 427 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 4461 | |
| 1 | 6226 |
| Value | Count | Frequency (%) |
| 1 | 6226 | |
| 0 | 4461 |
on_art
Real number (ℝ)
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 10637 |
| Missing (%) | 95.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 477 |
| Variance | 0 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 1 | 477 | 4.3% |
| (Missing) | 10637 |
| Value | Count | Frequency (%) |
| 1 | 477 |
| Value | Count | Frequency (%) |
| 1 | 477 |
virally_suppressed
Real number (ℝ)
Missing Zeros
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8593 |
| Missing (%) | 77.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1015470052 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2265 |
| Zeros (%) | 20.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3021115942 |
|---|---|
| Coefficient of variation (CV) | 2.975091129 |
| Kurtosis | 4.972917106 |
| Mean | 0.1015470052 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.63988116 |
| Sum | 256 |
| Variance | 0.09127141535 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 2265 | 20.4% |
| 1 | 256 | 2.3% |
| (Missing) | 8593 |
| Value | Count | Frequency (%) |
| 0 | 2265 | |
| 1 | 256 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 256 | 2.3% |
| 0 | 2265 |
cd4_count
Real number (ℝ)
Missing
| Distinct | 990 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 6559 |
| Missing (%) | 59.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 379.3506037 |
| Minimum | 1 |
|---|---|
| Maximum | 2703 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 199 |
| median | 321 |
| Q3 | 509 |
| 95-th percentile | 875.9 |
| Maximum | 2703 |
| Range | 2702 |
| Interquartile range (IQR) | 310 |
Descriptive statistics
| Standard deviation | 260.3502105 |
|---|---|
| Coefficient of variation (CV) | 0.6863049853 |
| Kurtosis | 5.609918686 |
| Mean | 379.3506037 |
| Median Absolute Deviation (MAD) | 146 |
| Skewness | 1.595998422 |
| Sum | 1727942 |
| Variance | 67782.23212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 215 | 18 | 0.2% |
| 138 | 17 | 0.2% |
| 315 | 17 | 0.2% |
| 195 | 16 | 0.1% |
| 244 | 16 | 0.1% |
| 350 | 15 | 0.1% |
| 182 | 15 | 0.1% |
| 288 | 14 | 0.1% |
| 336 | 14 | 0.1% |
| 242 | 14 | 0.1% |
| Other values (980) | 4399 | |
| (Missing) | 6559 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 2 | < 0.1% |
| 5 | 5 |
| Value | Count | Frequency (%) |
| 2703 | 1 | |
| 2609 | 2 | |
| 1996 | 1 | |
| 1781 | 1 | |
| 1725 | 1 |
viral_load
Real number (ℝ)
Missing
| Distinct | 2153 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 8594 |
| Missing (%) | 77.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2118245.258 |
| Minimum | 0 |
|---|---|
| Maximum | 96299000 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6647.25 |
| median | 39014.5 |
| Q3 | 158609.25 |
| 95-th percentile | 3134633.2 |
| Maximum | 96299000 |
| Range | 96299000 |
| Interquartile range (IQR) | 151962 |
Descriptive statistics
| Standard deviation | 10528497.2 |
|---|---|
| Coefficient of variation (CV) | 4.970386296 |
| Kurtosis | 42.14296949 |
| Mean | 2118245.258 |
| Median Absolute Deviation (MAD) | 38218.5 |
| Skewness | 6.277623375 |
| Sum | 5337978051 |
| Variance | 1.108492534 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 244 | 2.2% |
| 3955 | 3 | < 0.1% |
| 0 | 3 | < 0.1% |
| 83980 | 3 | < 0.1% |
| 6346 | 3 | < 0.1% |
| 10000000 | 3 | < 0.1% |
| 12049 | 3 | < 0.1% |
| 40152 | 3 | < 0.1% |
| 95900000 | 2 | < 0.1% |
| 579874 | 2 | < 0.1% |
| Other values (2143) | 2251 | 20.3% |
| (Missing) | 8594 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 244 | |
| 10 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 96299000 | 1 | |
| 95900000 | 2 | |
| 95813000 | 1 | |
| 95141000 | 1 | |
| 94025000 | 1 |
viral_load_undetectable
Real number (ℝ)
Missing Zeros
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8594 |
| Missing (%) | 77.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09880952381 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2271 |
| Zeros (%) | 20.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2984653274 |
|---|---|
| Coefficient of variation (CV) | 3.020612952 |
| Kurtosis | 5.24290207 |
| Mean | 0.09880952381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.690490971 |
| Sum | 249 |
| Variance | 0.08908155164 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 2271 | 20.4% |
| 1 | 249 | 2.2% |
| (Missing) | 8594 |
| Value | Count | Frequency (%) |
| 0 | 2271 | |
| 1 | 249 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 249 | 2.2% |
| 0 | 2271 |
log10_viral_load
Real number (ℝ)
Missing Zeros
| Distinct | 2152 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 8597 |
| Missing (%) | 77.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.284449385 |
| Minimum | 0 |
|---|---|
| Maximum | 7.983621777 |
| Zeros | 244 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.825685708 |
| median | 4.591798946 |
| Q3 | 5.20068364 |
| 95-th percentile | 6.496806254 |
| Maximum | 7.983621777 |
| Range | 7.983621777 |
| Interquartile range (IQR) | 1.374997932 |
Descriptive statistics
| Standard deviation | 1.710838434 |
|---|---|
| Coefficient of variation (CV) | 0.3993134894 |
| Kurtosis | 1.611236419 |
| Mean | 4.284449385 |
| Median Absolute Deviation (MAD) | 0.6668480568 |
| Skewness | -1.118458906 |
| Sum | 10783.9591 |
| Variance | 2.926968147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 244 | 2.2% |
| 7 | 3 | < 0.1% |
| 4.080951004 | 3 | < 0.1% |
| 4.603707183 | 3 | < 0.1% |
| 3.802500068 | 3 | < 0.1% |
| 3.597146488 | 3 | < 0.1% |
| 4.92417587 | 3 | < 0.1% |
| 4.775857922 | 2 | < 0.1% |
| 3.611723308 | 2 | < 0.1% |
| 4.736189266 | 2 | < 0.1% |
| Other values (2142) | 2249 | 20.2% |
| (Missing) | 8597 |
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 1 | 1 | < 0.1% |
| 1.491361694 | 1 | < 0.1% |
| 1.707570176 | 1 | < 0.1% |
| 1.86923172 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.983621777 | 1 | |
| 7.981818607 | 2 | |
| 7.981424439 | 1 | |
| 7.978367712 | 1 | |
| 7.973243342 | 1 |
viral_load_wrhi003_category
Real number (ℝ)
Missing Zeros
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 10893 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.71040724 |
| Minimum | 0 |
|---|---|
| Maximum | 63 |
| Zeros | 179 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 40 |
| Maximum | 63 |
| Range | 63 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.02717381 |
|---|---|
| Coefficient of variation (CV) | 2.078641674 |
| Kurtosis | 0.8301934987 |
| Mean | 7.71040724 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.638382595 |
| Sum | 1704 |
| Variance | 256.8703003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 179 | 1.6% |
| 40 | 40 | 0.4% |
| 41 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| (Missing) | 10893 |
| Value | Count | Frequency (%) |
| 0 | 179 | |
| 40 | 40 | 0.4% |
| 41 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 63 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 40 | 0.4% |
| 0 | 179 |
hemoglobin
Real number (ℝ)
Missing
| Distinct | 119 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 8078 |
| Missing (%) | 72.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.80384387 |
| Minimum | 5.2 |
|---|---|
| Maximum | 20.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 5.2 |
|---|---|
| 5-th percentile | 9.6 |
| Q1 | 11.6 |
| median | 12.9 |
| Q3 | 14.1 |
| 95-th percentile | 15.8 |
| Maximum | 20.5 |
| Range | 15.3 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 1.900110813 |
|---|---|
| Coefficient of variation (CV) | 0.1484015919 |
| Kurtosis | 0.1431917951 |
| Mean | 12.80384387 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | -0.2093619526 |
| Sum | 38872.47 |
| Variance | 3.610421101 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12 | 187 | 1.7% |
| 13 | 143 | 1.3% |
| 11 | 139 | 1.3% |
| 13.4 | 69 | 0.6% |
| 14 | 69 | 0.6% |
| 13.3 | 66 | 0.6% |
| 12.5 | 65 | 0.6% |
| 14.1 | 61 | 0.5% |
| 10 | 61 | 0.5% |
| 13.9 | 61 | 0.5% |
| Other values (109) | 2115 | 19.0% |
| (Missing) | 8078 |
| Value | Count | Frequency (%) |
| 5.2 | 1 | |
| 5.4 | 1 | |
| 6.1 | 1 | |
| 6.7 | 1 | |
| 6.8 | 1 |
| Value | Count | Frequency (%) |
| 20.5 | 1 | < 0.1% |
| 18.1 | 1 | < 0.1% |
| 18 | 3 | |
| 17.8 | 1 | < 0.1% |
| 17.7 | 2 |
hematocrit
Real number (ℝ)
Missing
| Distinct | 299 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 8397 |
| Missing (%) | 75.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.63265366 |
| Minimum | 10 |
|---|---|
| Maximum | 60.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 35 |
| median | 39.5 |
| Q3 | 43.5 |
| 95-th percentile | 50 |
| Maximum | 60.3 |
| Range | 50.3 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 7.768774811 |
|---|---|
| Coefficient of variation (CV) | 0.2010934812 |
| Kurtosis | 2.140797956 |
| Mean | 38.63265366 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | -0.9447946622 |
| Sum | 104964.92 |
| Variance | 60.35386206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 114 | 1.0% |
| 45 | 113 | 1.0% |
| 42 | 101 | 0.9% |
| 41 | 97 | 0.9% |
| 43 | 87 | 0.8% |
| 39 | 82 | 0.7% |
| 37 | 74 | 0.7% |
| 44 | 72 | 0.6% |
| 38 | 68 | 0.6% |
| 35 | 65 | 0.6% |
| Other values (289) | 1844 | 16.6% |
| (Missing) | 8397 |
| Value | Count | Frequency (%) |
| 10 | 29 | |
| 13 | 2 | < 0.1% |
| 13.4 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
| 15 | 39 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | < 0.1% |
| 58 | 7 | |
| 57 | 7 | |
| 56 | 3 | |
| 55.9 | 1 | < 0.1% |
rbc_count
Real number (ℝ)
Missing
| Distinct | 258 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 10062 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.689410646 |
| Minimum | 2.86 |
|---|---|
| Maximum | 7.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 2.86 |
|---|---|
| 5-th percentile | 3.74 |
| Q1 | 4.32 |
| median | 4.68 |
| Q3 | 5.0325 |
| 95-th percentile | 5.6545 |
| Maximum | 7.2 |
| Range | 4.34 |
| Interquartile range (IQR) | 0.7125 |
Descriptive statistics
| Standard deviation | 0.576375065 |
|---|---|
| Coefficient of variation (CV) | 0.1229099152 |
| Kurtosis | 0.4063149307 |
| Mean | 4.689410646 |
| Median Absolute Deviation (MAD) | 0.36 |
| Skewness | 0.07349499925 |
| Sum | 4933.26 |
| Variance | 0.3322082156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.45 | 14 | 0.1% |
| 4.54 | 14 | 0.1% |
| 4.98 | 14 | 0.1% |
| 4.58 | 13 | 0.1% |
| 4.84 | 12 | 0.1% |
| 4.44 | 12 | 0.1% |
| 4.88 | 12 | 0.1% |
| 4.72 | 11 | 0.1% |
| 4.68 | 11 | 0.1% |
| 4.27 | 11 | 0.1% |
| Other values (248) | 928 | 8.3% |
| (Missing) | 10062 |
| Value | Count | Frequency (%) |
| 2.86 | 1 | |
| 2.94 | 1 | |
| 3.13 | 2 | |
| 3.18 | 1 | |
| 3.19 | 1 |
| Value | Count | Frequency (%) |
| 7.2 | 1 | |
| 6.59 | 1 | |
| 6.45 | 1 | |
| 6.42 | 1 | |
| 6.36 | 1 |
wbc_count
Real number (ℝ)
Missing
| Distinct | 578 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 8087 |
| Missing (%) | 72.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.711377602 |
| Minimum | 1.2 |
|---|---|
| Maximum | 24.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3.5 |
| median | 4.4 |
| Q3 | 5.55 |
| 95-th percentile | 7.907 |
| Maximum | 24.68 |
| Range | 23.48 |
| Interquartile range (IQR) | 2.05 |
Descriptive statistics
| Standard deviation | 1.776204855 |
|---|---|
| Coefficient of variation (CV) | 0.3770032897 |
| Kurtosis | 9.348479204 |
| Mean | 4.711377602 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.843309166 |
| Sum | 14261.34 |
| Variance | 3.154903687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.3 | 69 | 0.6% |
| 3.7 | 68 | 0.6% |
| 3.8 | 67 | 0.6% |
| 3.9 | 64 | 0.6% |
| 3.6 | 63 | 0.6% |
| 4 | 62 | 0.6% |
| 4.3 | 61 | 0.5% |
| 3.2 | 60 | 0.5% |
| 4.2 | 60 | 0.5% |
| 4.5 | 56 | 0.5% |
| Other values (568) | 2397 | 21.6% |
| (Missing) | 8087 |
| Value | Count | Frequency (%) |
| 1.2 | 3 | |
| 1.3 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.52 | 1 | < 0.1% |
| 1.6 | 5 |
| Value | Count | Frequency (%) |
| 24.68 | 1 | |
| 17.96 | 1 | |
| 15.85 | 1 | |
| 15.78 | 1 | |
| 15.33 | 1 |
platelet_count
Real number (ℝ)
Missing
| Distinct | 392 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 8792 |
| Missing (%) | 79.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.0633075 |
| Minimum | 24 |
|---|---|
| Maximum | 884 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 197 |
| median | 240 |
| Q3 | 289 |
| 95-th percentile | 397 |
| Maximum | 884 |
| Range | 860 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 81.86342199 |
|---|---|
| Coefficient of variation (CV) | 0.3273707879 |
| Kurtosis | 4.176287622 |
| Mean | 250.0633075 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 1.193485764 |
| Sum | 580647 |
| Variance | 6701.619859 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 213 | 21 | 0.2% |
| 232 | 20 | 0.2% |
| 240 | 20 | 0.2% |
| 227 | 19 | 0.2% |
| 267 | 18 | 0.2% |
| 269 | 18 | 0.2% |
| 222 | 18 | 0.2% |
| 219 | 18 | 0.2% |
| 205 | 17 | 0.2% |
| 212 | 17 | 0.2% |
| Other values (382) | 2136 | 19.2% |
| (Missing) | 8792 |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 36 | 1 | |
| 38 | 1 | |
| 42 | 1 | |
| 44 | 1 |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 751 | 1 | |
| 747 | 1 | |
| 676 | 1 | |
| 652 | 1 |
mcv
Real number (ℝ)
Missing
| Distinct | 286 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 10062 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.90522814 |
| Minimum | 58.1 |
|---|---|
| Maximum | 103.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 58.1 |
|---|---|
| 5-th percentile | 73.455 |
| Q1 | 83.6 |
| median | 87.5 |
| Q3 | 91.7 |
| 95-th percentile | 96.445 |
| Maximum | 103.5 |
| Range | 45.4 |
| Interquartile range (IQR) | 8.1 |
Descriptive statistics
| Standard deviation | 6.948635886 |
|---|---|
| Coefficient of variation (CV) | 0.07995647713 |
| Kurtosis | 1.409964815 |
| Mean | 86.90522814 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.8789278222 |
| Sum | 91424.3 |
| Variance | 48.28354067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 84.5 | 13 | 0.1% |
| 87.3 | 13 | 0.1% |
| 88 | 12 | 0.1% |
| 89.3 | 12 | 0.1% |
| 90.4 | 11 | 0.1% |
| 85.2 | 10 | 0.1% |
| 86.9 | 10 | 0.1% |
| 84.7 | 10 | 0.1% |
| 91.8 | 10 | 0.1% |
| 89.1 | 10 | 0.1% |
| Other values (276) | 941 | 8.5% |
| (Missing) | 10062 |
| Value | Count | Frequency (%) |
| 58.1 | 1 | |
| 59.7 | 1 | |
| 60 | 1 | |
| 60.1 | 1 | |
| 60.9 | 1 |
| Value | Count | Frequency (%) |
| 103.5 | 2 | |
| 102.3 | 1 | |
| 101.8 | 1 | |
| 100.8 | 1 | |
| 100.7 | 1 |
mch
Real number (ℝ)
Missing
| Distinct | 138 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 10062 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.41159696 |
| Minimum | 16.7 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 16.7 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 27.1 |
| median | 28.7 |
| Q3 | 30.3 |
| 95-th percentile | 32.145 |
| Maximum | 34 |
| Range | 17.3 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.724878949 |
|---|---|
| Coefficient of variation (CV) | 0.09590727875 |
| Kurtosis | 1.480215606 |
| Mean | 28.41159696 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.9443723704 |
| Sum | 29889 |
| Variance | 7.424965287 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28.6 | 25 | 0.2% |
| 29.9 | 21 | 0.2% |
| 28.8 | 21 | 0.2% |
| 28.9 | 21 | 0.2% |
| 27.9 | 20 | 0.2% |
| 29.4 | 20 | 0.2% |
| 27.5 | 19 | 0.2% |
| 27.3 | 18 | 0.2% |
| 27.2 | 18 | 0.2% |
| 30 | 18 | 0.2% |
| Other values (128) | 851 | 7.7% |
| (Missing) | 10062 |
| Value | Count | Frequency (%) |
| 16.7 | 1 | |
| 17.3 | 1 | |
| 17.6 | 1 | |
| 17.8 | 1 | |
| 17.9 | 1 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 33.9 | 1 | < 0.1% |
| 33.8 | 2 | |
| 33.7 | 1 | < 0.1% |
| 33.5 | 3 |
mchc
Real number (ℝ)
Missing
| Distinct | 59 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 10062 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.65370722 |
| Minimum | 28.3 |
|---|---|
| Maximum | 35.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 28.3 |
|---|---|
| 5-th percentile | 31.2 |
| Q1 | 32.2 |
| median | 32.7 |
| Q3 | 33.2 |
| 95-th percentile | 33.9 |
| Maximum | 35.9 |
| Range | 7.6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8926571917 |
|---|---|
| Coefficient of variation (CV) | 0.02733708567 |
| Kurtosis | 2.027430734 |
| Mean | 32.65370722 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.5820963288 |
| Sum | 34351.7 |
| Variance | 0.7968368619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32.6 | 60 | 0.5% |
| 32.7 | 57 | 0.5% |
| 33.1 | 54 | 0.5% |
| 32.4 | 54 | 0.5% |
| 33 | 53 | 0.5% |
| 33.2 | 52 | 0.5% |
| 32.5 | 51 | 0.5% |
| 32.8 | 50 | 0.4% |
| 32.9 | 46 | 0.4% |
| 32.3 | 44 | 0.4% |
| Other values (49) | 531 | 4.8% |
| (Missing) | 10062 |
| Value | Count | Frequency (%) |
| 28.3 | 1 | |
| 28.6 | 1 | |
| 28.7 | 1 | |
| 28.8 | 1 | |
| 29.3 | 2 |
| Value | Count | Frequency (%) |
| 35.9 | 1 | < 0.1% |
| 35.6 | 1 | < 0.1% |
| 35.3 | 1 | < 0.1% |
| 35 | 2 | |
| 34.9 | 4 |
rdw
Real number (ℝ)
Missing
| Distinct | 58 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 10897 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.6281106 |
| Minimum | 11.9 |
|---|---|
| Maximum | 23.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 11.9 |
|---|---|
| 5-th percentile | 12.6 |
| Q1 | 13.5 |
| median | 14.3 |
| Q3 | 15.1 |
| 95-th percentile | 18.34 |
| Maximum | 23.9 |
| Range | 12 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 1.805263043 |
|---|---|
| Coefficient of variation (CV) | 0.123410541 |
| Kurtosis | 5.632496659 |
| Mean | 14.6281106 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.035827813 |
| Sum | 3174.3 |
| Variance | 3.258974654 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.8 | 12 | 0.1% |
| 14.3 | 11 | 0.1% |
| 14.1 | 10 | 0.1% |
| 13.3 | 10 | 0.1% |
| 14.2 | 9 | 0.1% |
| 15.2 | 8 | 0.1% |
| 13.9 | 8 | 0.1% |
| 13.4 | 8 | 0.1% |
| 15 | 8 | 0.1% |
| 14.9 | 7 | 0.1% |
| Other values (48) | 126 | 1.1% |
| (Missing) | 10897 |
| Value | Count | Frequency (%) |
| 11.9 | 1 | < 0.1% |
| 12.1 | 3 | |
| 12.2 | 1 | < 0.1% |
| 12.4 | 1 | < 0.1% |
| 12.5 | 3 |
| Value | Count | Frequency (%) |
| 23.9 | 1 | |
| 21.9 | 1 | |
| 20.8 | 2 | |
| 20.5 | 1 | |
| 20 | 1 |
neutrophils_pct
Real number (ℝ)
Missing
| Distinct | 442 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 9831 |
| Missing (%) | 88.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.166849571 |
| Minimum | 0.39 |
|---|---|
| Maximum | 71.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.39 |
|---|---|
| 5-th percentile | 0.861 |
| Q1 | 1.38 |
| median | 1.93 |
| Q3 | 2.79 |
| 95-th percentile | 40.05 |
| Maximum | 71.1 |
| Range | 70.71 |
| Interquartile range (IQR) | 1.41 |
Descriptive statistics
| Standard deviation | 11.96311081 |
|---|---|
| Coefficient of variation (CV) | 2.315358837 |
| Kurtosis | 13.58850286 |
| Mean | 5.166849571 |
| Median Absolute Deviation (MAD) | 0.63 |
| Skewness | 3.802643735 |
| Sum | 6629.068 |
| Variance | 143.1160203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.15 | 12 | 0.1% |
| 1.44 | 12 | 0.1% |
| 1.39 | 11 | 0.1% |
| 1.58 | 11 | 0.1% |
| 1.42 | 10 | 0.1% |
| 1.62 | 10 | 0.1% |
| 1.52 | 10 | 0.1% |
| 1.84 | 10 | 0.1% |
| 1.28 | 9 | 0.1% |
| 1.7 | 9 | 0.1% |
| Other values (432) | 1179 | 10.6% |
| (Missing) | 9831 |
| Value | Count | Frequency (%) |
| 0.39 | 1 | |
| 0.45 | 1 | |
| 0.46 | 1 | |
| 0.51 | 1 | |
| 0.53 | 1 |
| Value | Count | Frequency (%) |
| 71.1 | 1 | |
| 70.8 | 2 | |
| 70.7 | 1 | |
| 70.5 | 1 | |
| 69.5 | 1 |
lymphocytes_pct
Real number (ℝ)
Missing
| Distinct | 367 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 9831 |
| Missing (%) | 88.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.837404521 |
| Minimum | 0.25 |
|---|---|
| Maximum | 53.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 0.81 |
| Q1 | 1.25 |
| median | 1.7 |
| Q3 | 2.28 |
| 95-th percentile | 26.64 |
| Maximum | 53.1 |
| Range | 52.85 |
| Interquartile range (IQR) | 1.03 |
Descriptive statistics
| Standard deviation | 8.239678262 |
|---|---|
| Coefficient of variation (CV) | 2.147200853 |
| Kurtosis | 14.37978476 |
| Mean | 3.837404521 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.900937216 |
| Sum | 4923.39 |
| Variance | 67.89229786 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.29 | 15 | 0.1% |
| 1.12 | 13 | 0.1% |
| 1.76 | 13 | 0.1% |
| 1.42 | 13 | 0.1% |
| 1.43 | 12 | 0.1% |
| 1.82 | 12 | 0.1% |
| 1.25 | 12 | 0.1% |
| 1.33 | 12 | 0.1% |
| 1.08 | 11 | 0.1% |
| 1.44 | 11 | 0.1% |
| Other values (357) | 1159 | 10.4% |
| (Missing) | 9831 |
| Value | Count | Frequency (%) |
| 0.25 | 1 | |
| 0.32 | 1 | |
| 0.34 | 2 | |
| 0.35 | 1 | |
| 0.36 | 2 |
| Value | Count | Frequency (%) |
| 53.1 | 1 | |
| 52.2 | 1 | |
| 51.1 | 1 | |
| 49.5 | 1 | |
| 47.8 | 1 |
monocytes_pct
Real number (ℝ)
Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 10897 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4068663594 |
| Minimum | 0.14 |
|---|---|
| Maximum | 0.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.14 |
|---|---|
| 5-th percentile | 0.208 |
| Q1 | 0.32 |
| median | 0.39 |
| Q3 | 0.48 |
| 95-th percentile | 0.632 |
| Maximum | 0.94 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.1320611027 |
|---|---|
| Coefficient of variation (CV) | 0.3245810316 |
| Kurtosis | 1.267488033 |
| Mean | 0.4068663594 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 0.7283666223 |
| Sum | 88.29 |
| Variance | 0.01744013484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.38 | 12 | 0.1% |
| 0.37 | 12 | 0.1% |
| 0.35 | 10 | 0.1% |
| 0.34 | 8 | 0.1% |
| 0.36 | 8 | 0.1% |
| 0.43 | 8 | 0.1% |
| 0.48 | 6 | 0.1% |
| 0.39 | 6 | 0.1% |
| 0.4 | 6 | 0.1% |
| 0.31 | 6 | 0.1% |
| Other values (45) | 135 | 1.2% |
| (Missing) | 10897 |
| Value | Count | Frequency (%) |
| 0.14 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.18 | 2 | |
| 0.19 | 4 | |
| 0.2 | 3 |
| Value | Count | Frequency (%) |
| 0.94 | 1 | |
| 0.91 | 1 | |
| 0.72 | 1 | |
| 0.71 | 2 | |
| 0.7 | 2 |
eosinophils_pct
Real number (ℝ)
Missing
| Distinct | 47 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 10897 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1341474654 |
| Minimum | 0 |
|---|---|
| Maximum | 0.74 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.05 |
| median | 0.1 |
| Q3 | 0.18 |
| 95-th percentile | 0.38 |
| Maximum | 0.74 |
| Range | 0.74 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.1335079981 |
|---|---|
| Coefficient of variation (CV) | 0.9952331017 |
| Kurtosis | 5.742391001 |
| Mean | 0.1341474654 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 2.208557949 |
| Sum | 29.11 |
| Variance | 0.01782438556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 0.04 | 18 | 0.2% |
| 0.07 | 17 | 0.2% |
| 0.1 | 15 | 0.1% |
| 0.05 | 15 | 0.1% |
| 0.03 | 15 | 0.1% |
| 0.02 | 11 | 0.1% |
| 0.12 | 10 | 0.1% |
| 0.11 | 10 | 0.1% |
| 0.06 | 10 | 0.1% |
| 0.08 | 8 | 0.1% |
| Other values (37) | 88 | 0.8% |
| (Missing) | 10897 |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.02 | 11 | |
| 0.03 | 15 | |
| 0.04 | 18 |
| Value | Count | Frequency (%) |
| 0.74 | 1 | |
| 0.7 | 1 | |
| 0.68 | 1 | |
| 0.65 | 1 | |
| 0.62 | 1 |
basophils_pct
Real number (ℝ)
Missing
| Distinct | 14 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 10897 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03170506912 |
| Minimum | 0 |
|---|---|
| Maximum | 0.19 |
| Zeros | 13 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02 |
| median | 0.03 |
| Q3 | 0.04 |
| 95-th percentile | 0.07 |
| Maximum | 0.19 |
| Range | 0.19 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.02421634018 |
|---|---|
| Coefficient of variation (CV) | 0.7638002643 |
| Kurtosis | 11.40330028 |
| Mean | 0.03170506912 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.550673951 |
| Sum | 6.88 |
| Variance | 0.0005864311316 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.02 | 58 | 0.5% |
| 0.03 | 48 | 0.4% |
| 0.04 | 29 | 0.3% |
| 0.01 | 27 | 0.2% |
| 0.05 | 18 | 0.2% |
| 0 | 13 | 0.1% |
| 0.06 | 10 | 0.1% |
| 0.07 | 7 | 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| (Missing) | 10897 |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.1% |
| 0.01 | 27 | |
| 0.02 | 58 | |
| 0.03 | 48 | |
| 0.04 | 29 |
| Value | Count | Frequency (%) |
| 0.19 | 1 | |
| 0.15 | 1 | |
| 0.12 | 2 | |
| 0.11 | 1 | |
| 0.09 | 1 |
fasting_glucose
Real number (ℝ)
Missing
| Distinct | 696 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 8346 |
| Missing (%) | 75.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.19807169 |
| Minimum | 36.396764 |
|---|---|
| Maximum | 535.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 36.396764 |
|---|---|
| 5-th percentile | 66.6 |
| Q1 | 77.194474 |
| median | 84.73277 |
| Q3 | 94.68 |
| 95-th percentile | 115.1777043 |
| Maximum | 535.68 |
| Range | 499.283236 |
| Interquartile range (IQR) | 17.485526 |
Descriptive statistics
| Standard deviation | 28.99683656 |
|---|---|
| Coefficient of variation (CV) | 0.3250836706 |
| Kurtosis | 73.69329041 |
| Mean | 89.19807169 |
| Median Absolute Deviation (MAD) | 8.73277 |
| Skewness | 6.993098302 |
| Sum | 246900.2624 |
| Variance | 840.8165303 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 77.4 | 72 | 0.6% |
| 81 | 66 | 0.6% |
| 79.2 | 66 | 0.6% |
| 72 | 61 | 0.5% |
| 73.8 | 52 | 0.5% |
| 75.6 | 49 | 0.4% |
| 84.6 | 46 | 0.4% |
| 82.8 | 45 | 0.4% |
| 86.4 | 39 | 0.4% |
| 90 | 33 | 0.3% |
| Other values (686) | 2239 | 20.1% |
| (Missing) | 8346 |
| Value | Count | Frequency (%) |
| 36.396764 | 1 | |
| 36.757128 | 1 | |
| 39.820222 | 1 | |
| 40.000404 | 1 | |
| 40.721132 | 1 |
| Value | Count | Frequency (%) |
| 535.68 | 1 | |
| 486.4914 | 1 | |
| 477.2436309 | 1 | |
| 444.7780778 | 1 | |
| 363.78 | 1 |
log10_fasting_glucose
Real number (ℝ)
Missing
| Distinct | 696 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 8346 |
| Missing (%) | 75.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.937789821 |
| Minimum | 1.561062773 |
|---|---|
| Maximum | 2.728905432 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1.561062773 |
|---|---|
| 5-th percentile | 1.823474229 |
| Q1 | 1.887586141 |
| median | 1.928051337 |
| Q3 | 1.976258249 |
| 95-th percentile | 2.061368403 |
| Maximum | 2.728905432 |
| Range | 1.167842659 |
| Interquartile range (IQR) | 0.08867210823 |
Descriptive statistics
| Standard deviation | 0.09405172692 |
|---|---|
| Coefficient of variation (CV) | 0.04853556661 |
| Kurtosis | 13.42853196 |
| Mean | 1.937789821 |
| Median Absolute Deviation (MAD) | 0.0440588917 |
| Skewness | 2.315213878 |
| Sum | 5363.802224 |
| Variance | 0.008845727338 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.888740961 | 72 | 0.6% |
| 1.908485019 | 66 | 0.6% |
| 1.898725182 | 66 | 0.6% |
| 1.857332496 | 61 | 0.5% |
| 1.868056362 | 52 | 0.5% |
| 1.878521796 | 49 | 0.4% |
| 1.927370363 | 46 | 0.4% |
| 1.918030337 | 45 | 0.4% |
| 1.936513742 | 39 | 0.4% |
| 1.954242509 | 33 | 0.3% |
| Other values (686) | 2239 | 20.1% |
| (Missing) | 8346 |
| Value | Count | Frequency (%) |
| 1.561062773 | 1 | |
| 1.565341571 | 1 | |
| 1.600103677 | 1 | |
| 1.602064378 | 1 | |
| 1.609819842 | 1 |
| Value | Count | Frequency (%) |
| 2.728905432 | 1 | |
| 2.687075167 | 1 | |
| 2.678740141 | 1 | |
| 2.648143374 | 1 | |
| 2.560838819 | 1 |
total_cholesterol
Real number (ℝ)
Missing
| Distinct | 826 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 8145 |
| Missing (%) | 73.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158.7243819 |
| Minimum | 57.78 |
|---|---|
| Maximum | 463.2666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 57.78 |
|---|---|
| 5-th percentile | 101.3154 |
| Q1 | 131.478 |
| median | 155.4534 |
| Q3 | 182.9091 |
| 95-th percentile | 225.4461 |
| Maximum | 463.2666 |
| Range | 405.4866 |
| Interquartile range (IQR) | 51.4311 |
Descriptive statistics
| Standard deviation | 38.59061119 |
|---|---|
| Coefficient of variation (CV) | 0.243129699 |
| Kurtosis | 1.446416548 |
| Mean | 158.7243819 |
| Median Absolute Deviation (MAD) | 25.8334 |
| Skewness | 0.6330078493 |
| Sum | 471252.6898 |
| Variance | 1489.235272 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 143.079 | 53 | 0.5% |
| 158.547 | 39 | 0.4% |
| 123.744 | 38 | 0.3% |
| 154.68 | 37 | 0.3% |
| 166.281 | 36 | 0.3% |
| 135.345 | 34 | 0.3% |
| 146.946 | 33 | 0.3% |
| 127.611 | 32 | 0.3% |
| 170.148 | 31 | 0.3% |
| 139.212 | 30 | 0.3% |
| Other values (816) | 2606 | 23.4% |
| (Missing) | 8145 |
| Value | Count | Frequency (%) |
| 57.78 | 1 | < 0.1% |
| 61.872 | 1 | < 0.1% |
| 65.89 | 1 | < 0.1% |
| 69.606 | 3 | |
| 70.3794 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 463.2666 | 1 | |
| 316.3206 | 1 | |
| 302.3994 | 1 | |
| 298.1457 | 1 | |
| 293.892 | 1 |
hdl_cholesterol
Real number (ℝ)
Missing
| Distinct | 570 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 8152 |
| Missing (%) | 73.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.68890105 |
| Minimum | 10.8276 |
|---|---|
| Maximum | 143.079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 10.8276 |
|---|---|
| 5-th percentile | 24.3621 |
| Q1 | 34.803 |
| median | 42.537 |
| Q3 | 52.5912 |
| 95-th percentile | 71.9262 |
| Maximum | 143.079 |
| Range | 132.2514 |
| Interquartile range (IQR) | 17.7882 |
Descriptive statistics
| Standard deviation | 15.36030714 |
|---|---|
| Coefficient of variation (CV) | 0.3437163765 |
| Kurtosis | 5.002386641 |
| Mean | 44.68890105 |
| Median Absolute Deviation (MAD) | 8.5074 |
| Skewness | 1.452912412 |
| Sum | 132368.5249 |
| Variance | 235.9390354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.537 | 117 | 1.1% |
| 34.803 | 105 | 0.9% |
| 38.67 | 92 | 0.8% |
| 30.936 | 70 | 0.6% |
| 46.404 | 70 | 0.6% |
| 54.138 | 68 | 0.6% |
| 50.271 | 53 | 0.5% |
| 27.069 | 51 | 0.5% |
| 58.005 | 40 | 0.4% |
| 40.2168 | 35 | 0.3% |
| Other values (560) | 2261 | 20.3% |
| (Missing) | 8152 |
| Value | Count | Frequency (%) |
| 10.8276 | 1 | < 0.1% |
| 12.3744 | 4 | |
| 13.1478 | 4 | |
| 15 | 1 | < 0.1% |
| 15.0813 | 3 |
| Value | Count | Frequency (%) |
| 143.079 | 6 | |
| 125.2908 | 1 | < 0.1% |
| 121.4238 | 1 | < 0.1% |
| 121.0371 | 1 | < 0.1% |
| 120.2637 | 1 | < 0.1% |
ldl_cholesterol
Real number (ℝ)
Missing
| Distinct | 799 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 8174 |
| Missing (%) | 73.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.99757406 |
| Minimum | 4.87002 |
|---|---|
| Maximum | 376.6458 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 4.87002 |
|---|---|
| 5-th percentile | 35.9631 |
| Q1 | 63.0321 |
| median | 88.1676 |
| Q3 | 112.9164 |
| 95-th percentile | 152.753675 |
| Maximum | 376.6458 |
| Range | 371.77578 |
| Interquartile range (IQR) | 49.8843 |
Descriptive statistics
| Standard deviation | 36.0601791 |
|---|---|
| Coefficient of variation (CV) | 0.400679457 |
| Kurtosis | 1.058690249 |
| Mean | 89.99757406 |
| Median Absolute Deviation (MAD) | 24.825 |
| Skewness | 0.5430161309 |
| Sum | 264592.8677 |
| Variance | 1300.336517 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 104.409 | 49 | 0.4% |
| 88.941 | 40 | 0.4% |
| 65.739 | 38 | 0.3% |
| 81.207 | 35 | 0.3% |
| 77.34 | 33 | 0.3% |
| 85.074 | 32 | 0.3% |
| 108.276 | 32 | 0.3% |
| 73.473 | 32 | 0.3% |
| 69.606 | 31 | 0.3% |
| 92.808 | 31 | 0.3% |
| Other values (789) | 2587 | 23.3% |
| (Missing) | 8174 |
| Value | Count | Frequency (%) |
| 4.87002 | 1 | |
| 5.22096 | 1 | |
| 6.65412 | 1 | |
| 8.00038 | 1 | |
| 9.22198 | 1 |
| Value | Count | Frequency (%) |
| 376.6458 | 1 | |
| 215.3919 | 1 | |
| 214.6185 | 1 | |
| 207.2712 | 1 | |
| 202.2441 | 1 |
triglycerides
Real number (ℝ)
Missing
| Distinct | 207 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 10142 |
| Missing (%) | 91.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.23490267 |
| Minimum | 19.4854 |
|---|---|
| Maximum | 922.8994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 19.4854 |
|---|---|
| 5-th percentile | 37.1994 |
| Q1 | 56.6848 |
| median | 75.2845 |
| Q3 | 107.1697 |
| 95-th percentile | 190.824065 |
| Maximum | 922.8994 |
| Range | 903.414 |
| Interquartile range (IQR) | 50.4849 |
Descriptive statistics
| Standard deviation | 65.85198381 |
|---|---|
| Coefficient of variation (CV) | 0.7139594871 |
| Kurtosis | 38.23901069 |
| Mean | 92.23490267 |
| Median Absolute Deviation (MAD) | 22.58535 |
| Skewness | 4.666526795 |
| Sum | 89652.3254 |
| Variance | 4336.483771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 72.6274 | 17 | 0.2% |
| 71.7417 | 17 | 0.2% |
| 62.8847 | 16 | 0.1% |
| 58.4562 | 16 | 0.1% |
| 61.1133 | 15 | 0.1% |
| 47.8278 | 14 | 0.1% |
| 73.5131 | 14 | 0.1% |
| 69.9703 | 13 | 0.1% |
| 69.0846 | 13 | 0.1% |
| 57.5705 | 13 | 0.1% |
| Other values (197) | 824 | 7.4% |
| (Missing) | 10142 |
| Value | Count | Frequency (%) |
| 19.4854 | 1 | |
| 22.1425 | 1 | |
| 24.7996 | 1 | |
| 26.571 | 2 | |
| 28.3424 | 2 |
| Value | Count | Frequency (%) |
| 922.8994 | 1 | |
| 641.2468 | 1 | |
| 495.992 | 2 | |
| 482.7065 | 1 | |
| 464.1068 | 1 |
creatinine
Real number (ℝ)
Missing
| Distinct | 159 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 9862 |
| Missing (%) | 88.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.761424472 |
| Minimum | 0.350678733 |
|---|---|
| Maximum | 2.680995475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.350678733 |
|---|---|
| 5-th percentile | 0.5090497738 |
| Q1 | 0.6334841629 |
| median | 0.73 |
| Q3 | 0.86 |
| 95-th percentile | 1.085972851 |
| Maximum | 2.680995475 |
| Range | 2.330316742 |
| Interquartile range (IQR) | 0.2265158371 |
Descriptive statistics
| Standard deviation | 0.189627816 |
|---|---|
| Coefficient of variation (CV) | 0.2490435007 |
| Kurtosis | 12.02938179 |
| Mean | 0.761424472 |
| Median Absolute Deviation (MAD) | 0.1089140271 |
| Skewness | 1.89141218 |
| Sum | 953.3034389 |
| Variance | 0.0359587086 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8 | 33 | 0.3% |
| 0.7126696833 | 32 | 0.3% |
| 0.7352941176 | 31 | 0.3% |
| 0.6334841629 | 28 | 0.3% |
| 0.5882352941 | 27 | 0.2% |
| 0.6108597285 | 27 | 0.2% |
| 0.7239819005 | 26 | 0.2% |
| 0.6900452489 | 23 | 0.2% |
| 0.6447963801 | 23 | 0.2% |
| 0.7 | 23 | 0.2% |
| Other values (149) | 979 | 8.8% |
| (Missing) | 9862 |
| Value | Count | Frequency (%) |
| 0.350678733 | 2 | |
| 0.3846153846 | 1 | |
| 0.407239819 | 1 | |
| 0.4185520362 | 1 | |
| 0.42 | 2 |
| Value | Count | Frequency (%) |
| 2.680995475 | 1 | |
| 2.24 | 1 | |
| 1.911764706 | 1 | |
| 1.459276018 | 2 | |
| 1.45 | 1 |
creatinine_clearance
Real number (ℝ)
Missing
| Distinct | 113 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 10893 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.1809955 |
| Minimum | 40 |
|---|---|
| Maximum | 243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 100 |
| median | 126 |
| Q3 | 154 |
| 95-th percentile | 191 |
| Maximum | 243 |
| Range | 203 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 37.49925819 |
|---|---|
| Coefficient of variation (CV) | 0.2902846355 |
| Kurtosis | -0.3834413189 |
| Mean | 129.1809955 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.3584882393 |
| Sum | 28549 |
| Variance | 1406.194364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 130 | 7 | 0.1% |
| 127 | 5 | < 0.1% |
| 90 | 5 | < 0.1% |
| 93 | 5 | < 0.1% |
| 100 | 5 | < 0.1% |
| 94 | 5 | < 0.1% |
| 120 | 5 | < 0.1% |
| 86 | 4 | < 0.1% |
| 119 | 4 | < 0.1% |
| 135 | 4 | < 0.1% |
| Other values (103) | 172 | 1.5% |
| (Missing) | 10893 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 59 | 1 | |
| 60 | 1 | |
| 64 | 2 | |
| 65 | 2 |
| Value | Count | Frequency (%) |
| 243 | 1 | |
| 225 | 1 | |
| 217 | 1 | |
| 209 | 1 | |
| 205 | 1 |
bun
Real number (ℝ)
Missing
| Distinct | 46 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 11024 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.88888889 |
| Minimum | 31 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 56 |
| median | 62 |
| Q3 | 70.75 |
| 95-th percentile | 84.1 |
| Maximum | 90 |
| Range | 59 |
| Interquartile range (IQR) | 14.75 |
Descriptive statistics
| Standard deviation | 12.2597766 |
|---|---|
| Coefficient of variation (CV) | 0.1949434442 |
| Kurtosis | -0.005287437343 |
| Mean | 62.88888889 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | -0.009260263402 |
| Sum | 5660 |
| Variance | 150.3021223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 64 | 6 | 0.1% |
| 62 | 6 | 0.1% |
| 58 | 5 | < 0.1% |
| 59 | 5 | < 0.1% |
| 71 | 4 | < 0.1% |
| 70 | 3 | < 0.1% |
| 56 | 3 | < 0.1% |
| 55 | 3 | < 0.1% |
| 52 | 3 | < 0.1% |
| 42 | 3 | < 0.1% |
| Other values (36) | 49 | 0.4% |
| (Missing) | 11024 |
| Value | Count | Frequency (%) |
| 31 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 3 | |
| 43 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 89 | 1 | |
| 88 | 1 | |
| 87 | 1 | |
| 85 | 1 |
alt
Real number (ℝ)
Missing
| Distinct | 95 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 9422 |
| Missing (%) | 84.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.28427896 |
| Minimum | 1 |
|---|---|
| Maximum | 284 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.75 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 46.45 |
| Maximum | 284 |
| Range | 283 |
| Interquartile range (IQR) | 22.25 |
Descriptive statistics
| Standard deviation | 21.18547897 |
|---|---|
| Coefficient of variation (CV) | 1.15867183 |
| Kurtosis | 45.92689112 |
| Mean | 18.28427896 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 5.136662082 |
| Sum | 30937 |
| Variance | 448.8245191 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 423 | 3.8% |
| 14 | 77 | 0.7% |
| 15 | 66 | 0.6% |
| 17 | 64 | 0.6% |
| 16 | 60 | 0.5% |
| 20 | 59 | 0.5% |
| 18 | 59 | 0.5% |
| 13 | 55 | 0.5% |
| 21 | 55 | 0.5% |
| 12 | 51 | 0.5% |
| Other values (85) | 723 | 6.5% |
| (Missing) | 9422 |
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 2 | 15 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 284 | 1 | |
| 267 | 1 | |
| 240 | 1 | |
| 234 | 1 | |
| 177 | 1 |
ast
Real number (ℝ)
Missing
| Distinct | 253 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 9437 |
| Missing (%) | 84.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.65074538 |
| Minimum | 10 |
|---|---|
| Maximum | 263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 23 |
| median | 30 |
| Q3 | 50 |
| 95-th percentile | 71.52 |
| Maximum | 263 |
| Range | 253 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 22.23621817 |
|---|---|
| Coefficient of variation (CV) | 0.5905917119 |
| Kurtosis | 19.49004295 |
| Mean | 37.65074538 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 3.048433977 |
| Sum | 63140.3 |
| Variance | 494.4493983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22 | 76 | 0.7% |
| 24 | 70 | 0.6% |
| 23 | 69 | 0.6% |
| 25 | 66 | 0.6% |
| 20 | 65 | 0.6% |
| 26 | 60 | 0.5% |
| 19 | 59 | 0.5% |
| 21 | 56 | 0.5% |
| 27 | 50 | 0.4% |
| 18 | 49 | 0.4% |
| Other values (243) | 1057 | 9.5% |
| (Missing) | 9437 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11.1 | 2 | < 0.1% |
| 12 | 5 | |
| 13 | 3 | < 0.1% |
| 14 | 11 |
| Value | Count | Frequency (%) |
| 263 | 1 | |
| 245 | 1 | |
| 218 | 1 | |
| 196 | 1 | |
| 192 | 1 |
alp
Real number (ℝ)
Missing
| Distinct | 139 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 10083 |
| Missing (%) | 90.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.8186227 |
| Minimum | 30 |
|---|---|
| Maximum | 946 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 45.5 |
| Q1 | 60 |
| median | 74 |
| Q3 | 92 |
| 95-th percentile | 139 |
| Maximum | 946 |
| Range | 916 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 45.21769439 |
|---|---|
| Coefficient of variation (CV) | 0.5526577312 |
| Kurtosis | 139.8851272 |
| Mean | 81.8186227 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 8.743455393 |
| Sum | 84355 |
| Variance | 2044.639886 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62 | 25 | 0.2% |
| 77 | 25 | 0.2% |
| 61 | 23 | 0.2% |
| 66 | 22 | 0.2% |
| 72 | 21 | 0.2% |
| 76 | 20 | 0.2% |
| 55 | 20 | 0.2% |
| 85 | 20 | 0.2% |
| 68 | 20 | 0.2% |
| 53 | 19 | 0.2% |
| Other values (129) | 816 | 7.3% |
| (Missing) | 10083 |
| Value | Count | Frequency (%) |
| 30 | 2 | |
| 31 | 2 | |
| 32 | 2 | |
| 33 | 2 | |
| 34 | 1 |
| Value | Count | Frequency (%) |
| 946 | 1 | |
| 483 | 1 | |
| 374 | 1 | |
| 367 | 1 | |
| 360 | 1 |
total_bilirubin
Real number (ℝ)
Missing
| Distinct | 128 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 10083 |
| Missing (%) | 90.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.35837006 |
| Minimum | 0.1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.3567251462 |
| median | 0.5 |
| Q3 | 2.4 |
| 95-th percentile | 4.6 |
| Maximum | 5 |
| Range | 4.9 |
| Interquartile range (IQR) | 2.043274854 |
Descriptive statistics
| Standard deviation | 1.532920344 |
|---|---|
| Coefficient of variation (CV) | 1.128499802 |
| Kurtosis | -0.1606917024 |
| Mean | 1.35837006 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.22210338 |
| Sum | 1400.479532 |
| Variance | 2.34984478 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4 | 93 | 0.8% |
| 0.3 | 93 | 0.8% |
| 0.5 | 64 | 0.6% |
| 0.2 | 55 | 0.5% |
| 0.6 | 46 | 0.4% |
| 0.7 | 33 | 0.3% |
| 0.8 | 18 | 0.2% |
| 4.1 | 18 | 0.2% |
| 4.9 | 17 | 0.2% |
| 4.6 | 14 | 0.1% |
| Other values (118) | 580 | 5.2% |
| (Missing) | 10083 |
| Value | Count | Frequency (%) |
| 0.1 | 5 | < 0.1% |
| 0.2 | 55 | |
| 0.298245614 | 14 | 0.1% |
| 0.3 | 93 | |
| 0.3040935673 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 12 | |
| 4.9 | 17 | |
| 4.8 | 8 | |
| 4.7 | 12 | |
| 4.6 | 14 |
albumin
Real number (ℝ)
Missing
| Distinct | 176 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 9142 |
| Missing (%) | 82.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.112555781 |
| Minimum | 1.7 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1.7 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.9 |
| median | 4.125 |
| Q3 | 4.35 |
| 95-th percentile | 4.7 |
| Maximum | 6 |
| Range | 4.3 |
| Interquartile range (IQR) | 0.45 |
Descriptive statistics
| Standard deviation | 0.3962676701 |
|---|---|
| Coefficient of variation (CV) | 0.09635557333 |
| Kurtosis | 2.5689115 |
| Mean | 4.112555781 |
| Median Absolute Deviation (MAD) | 0.225 |
| Skewness | -0.5417574114 |
| Sum | 8109.96 |
| Variance | 0.1570280664 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.1 | 185 | 1.7% |
| 4.3 | 179 | 1.6% |
| 4.2 | 163 | 1.5% |
| 4 | 142 | 1.3% |
| 4.4 | 107 | 1.0% |
| 3.9 | 97 | 0.9% |
| 4.5 | 93 | 0.8% |
| 3.8 | 83 | 0.7% |
| 3.7 | 68 | 0.6% |
| 4.6 | 64 | 0.6% |
| Other values (166) | 791 | 7.1% |
| (Missing) | 9142 |
| Value | Count | Frequency (%) |
| 1.7 | 1 | |
| 2.05 | 1 | |
| 2.2 | 1 | |
| 2.36 | 1 | |
| 2.4 | 1 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 5.8 | 1 | |
| 5.7 | 1 | |
| 5.6 | 1 | |
| 5.4 | 2 |
total_protein
Real number (ℝ)
Missing
| Distinct | 868 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 10185 |
| Missing (%) | 91.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.01949408 |
| Minimum | 12.09 |
|---|---|
| Maximum | 261.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 12.09 |
|---|---|
| 5-th percentile | 24.886 |
| Q1 | 37.15 |
| median | 49.1 |
| Q3 | 66.7 |
| 95-th percentile | 100.98 |
| Maximum | 261.25 |
| Range | 249.16 |
| Interquartile range (IQR) | 29.55 |
Descriptive statistics
| Standard deviation | 26.85413344 |
|---|---|
| Coefficient of variation (CV) | 0.4880839762 |
| Kurtosis | 7.657704429 |
| Mean | 55.01949408 |
| Median Absolute Deviation (MAD) | 14.07 |
| Skewness | 2.027336524 |
| Sum | 51113.11 |
| Variance | 721.1444828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.72 | 3 | < 0.1% |
| 32.77 | 3 | < 0.1% |
| 54.92 | 3 | < 0.1% |
| 65.15 | 2 | < 0.1% |
| 59.78 | 2 | < 0.1% |
| 30.58 | 2 | < 0.1% |
| 78 | 2 | < 0.1% |
| 44.92 | 2 | < 0.1% |
| 42.07 | 2 | < 0.1% |
| 35.45 | 2 | < 0.1% |
| Other values (858) | 906 | 8.2% |
| (Missing) | 10185 |
| Value | Count | Frequency (%) |
| 12.09 | 1 | |
| 12.99 | 1 | |
| 14.38 | 1 | |
| 16.25 | 1 | |
| 17.44 | 1 |
| Value | Count | Frequency (%) |
| 261.25 | 1 | |
| 209.4 | 1 | |
| 194.44 | 1 | |
| 184.78 | 1 | |
| 184.58 | 1 |
sodium
Real number (ℝ)
Missing
| Distinct | 24 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 10083 |
| Missing (%) | 90.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.4131911 |
| Minimum | 122 |
|---|---|
| Maximum | 147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 122 |
|---|---|
| 5-th percentile | 132 |
| Q1 | 135 |
| median | 136 |
| Q3 | 138 |
| 95-th percentile | 141 |
| Maximum | 147 |
| Range | 25 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.788669969 |
|---|---|
| Coefficient of variation (CV) | 0.02044281749 |
| Kurtosis | 1.889118491 |
| Mean | 136.4131911 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.3178313122 |
| Sum | 140642 |
| Variance | 7.776680195 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 136 | 177 | 1.6% |
| 137 | 157 | 1.4% |
| 138 | 133 | 1.2% |
| 135 | 131 | 1.2% |
| 134 | 92 | 0.8% |
| 139 | 91 | 0.8% |
| 133 | 63 | 0.6% |
| 140 | 61 | 0.5% |
| 132 | 29 | 0.3% |
| 141 | 26 | 0.2% |
| Other values (14) | 71 | 0.6% |
| (Missing) | 10083 |
| Value | Count | Frequency (%) |
| 122 | 1 | |
| 124 | 1 | |
| 125 | 1 | |
| 126 | 2 | |
| 127 | 2 |
| Value | Count | Frequency (%) |
| 147 | 1 | < 0.1% |
| 146 | 2 | < 0.1% |
| 144 | 4 | < 0.1% |
| 143 | 10 | |
| 142 | 16 |
potassium
Real number (ℝ)
Missing
| Distinct | 39 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 9904 |
| Missing (%) | 89.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.379330579 |
| Minimum | 1.05 |
|---|---|
| Maximum | 6.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 3.7 |
| Q1 | 4.1 |
| median | 4.3 |
| Q3 | 4.6 |
| 95-th percentile | 5.2 |
| Maximum | 6.6 |
| Range | 5.55 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.4820937223 |
|---|---|
| Coefficient of variation (CV) | 0.1100838847 |
| Kurtosis | 3.530739692 |
| Mean | 4.379330579 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.5347409579 |
| Sum | 5298.99 |
| Variance | 0.2324143571 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 4.3 | 139 | 1.3% |
| 4.2 | 113 | 1.0% |
| 4.4 | 110 | 1.0% |
| 4.1 | 101 | 0.9% |
| 4 | 92 | 0.8% |
| 4.6 | 83 | 0.7% |
| 4.5 | 82 | 0.7% |
| 3.9 | 71 | 0.6% |
| 4.7 | 67 | 0.6% |
| 4.8 | 66 | 0.6% |
| Other values (29) | 286 | 2.6% |
| (Missing) | 9904 |
| Value | Count | Frequency (%) |
| 1.05 | 1 | |
| 2.6 | 1 | |
| 2.82 | 1 | |
| 3.27 | 1 | |
| 3.3 | 2 |
| Value | Count | Frequency (%) |
| 6.6 | 2 | |
| 6.4 | 1 | < 0.1% |
| 6.3 | 1 | < 0.1% |
| 6.2 | 3 | |
| 6.1 | 1 | < 0.1% |
calcium
Real number (ℝ)
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11113 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.31 |
| Minimum | 2.31 |
|---|---|
| Maximum | 2.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 2.31 |
|---|---|
| 5-th percentile | 2.31 |
| Q1 | 2.31 |
| median | 2.31 |
| Q3 | 2.31 |
| 95-th percentile | 2.31 |
| Maximum | 2.31 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | 2.31 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | 2.31 |
| Variance | nan |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=1)
| Value | Count | Frequency (%) |
| 2.31 | 1 | < 0.1% |
| (Missing) | 11113 |
| Value | Count | Frequency (%) |
| 2.31 | 1 |
| Value | Count | Frequency (%) |
| 2.31 | 1 |
systolic_bp
Real number (ℝ)
Missing
| Distinct | 211 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 5938 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.3499807 |
| Minimum | 81 |
|---|---|
| Maximum | 258.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 115 |
| median | 125 |
| Q3 | 136 |
| 95-th percentile | 155 |
| Maximum | 258.5 |
| Range | 177.5 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 16.39859049 |
|---|---|
| Coefficient of variation (CV) | 0.1297870439 |
| Kurtosis | 2.647640787 |
| Mean | 126.3499807 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.8747849258 |
| Sum | 653987.5 |
| Variance | 268.91377 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 124 | 150 | 1.3% |
| 119 | 131 | 1.2% |
| 130 | 131 | 1.2% |
| 123 | 129 | 1.2% |
| 116 | 127 | 1.1% |
| 127 | 125 | 1.1% |
| 129 | 124 | 1.1% |
| 126 | 119 | 1.1% |
| 122 | 119 | 1.1% |
| 135 | 119 | 1.1% |
| Other values (201) | 3902 | |
| (Missing) | 5938 |
| Value | Count | Frequency (%) |
| 81 | 2 | |
| 85 | 1 | |
| 86.5 | 1 | |
| 87 | 2 | |
| 87.5 | 1 |
| Value | Count | Frequency (%) |
| 258.5 | 1 | |
| 239 | 1 | |
| 215 | 1 | |
| 213 | 1 | |
| 211 | 1 |
diastolic_bp
Real number (ℝ)
Missing
| Distinct | 150 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 5938 |
| Missing (%) | 53.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.57921175 |
| Minimum | 39 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 73 |
| median | 80 |
| Q3 | 87 |
| 95-th percentile | 101 |
| Maximum | 150 |
| Range | 111 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.81065206 |
|---|---|
| Coefficient of variation (CV) | 0.1465719483 |
| Kurtosis | 1.157130435 |
| Mean | 80.57921175 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.526193833 |
| Sum | 417078 |
| Variance | 139.4915021 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75 | 182 | 1.6% |
| 78 | 182 | 1.6% |
| 76 | 179 | 1.6% |
| 84 | 176 | 1.6% |
| 79 | 174 | 1.6% |
| 82 | 173 | 1.6% |
| 77 | 171 | 1.5% |
| 83 | 171 | 1.5% |
| 86 | 166 | 1.5% |
| 80 | 162 | 1.5% |
| Other values (140) | 3440 | |
| (Missing) | 5938 |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 40 | 3 | |
| 46 | 1 | < 0.1% |
| 48.5 | 1 | < 0.1% |
| 49 | 2 |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 141.5 | 1 | |
| 133.5 | 1 | |
| 132 | 1 | |
| 131 | 1 |
heart_rate
Real number (ℝ)
Missing
| Distinct | 85 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 6596 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.77467906 |
| Minimum | 43 |
|---|---|
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 66 |
| median | 76 |
| Q3 | 84 |
| 95-th percentile | 98 |
| Maximum | 160 |
| Range | 117 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.84024749 |
|---|---|
| Coefficient of variation (CV) | 0.1694530105 |
| Kurtosis | 0.7468740245 |
| Mean | 75.77467906 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.4716737255 |
| Sum | 342350 |
| Variance | 164.8719556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 200 | 1.8% |
| 78 | 170 | 1.5% |
| 82 | 159 | 1.4% |
| 84 | 156 | 1.4% |
| 60 | 145 | 1.3% |
| 76 | 143 | 1.3% |
| 72 | 137 | 1.2% |
| 68 | 135 | 1.2% |
| 69 | 134 | 1.2% |
| 74 | 129 | 1.2% |
| Other values (75) | 3010 | |
| (Missing) | 6596 |
| Value | Count | Frequency (%) |
| 43 | 2 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 4 | |
| 46 | 1 | < 0.1% |
| 47 | 5 |
| Value | Count | Frequency (%) |
| 160 | 1 | |
| 140 | 1 | |
| 135 | 1 | |
| 133 | 1 | |
| 130 | 2 |
temperature
Real number (ℝ)
Missing
| Distinct | 48 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 6826 |
| Missing (%) | 61.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.38663713 |
| Minimum | 34.1 |
|---|---|
| Maximum | 39.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 34.1 |
|---|---|
| 5-th percentile | 35.7 |
| Q1 | 36.1 |
| median | 36.4 |
| Q3 | 36.7 |
| 95-th percentile | 37.2 |
| Maximum | 39.9 |
| Range | 5.8 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.4794601552 |
|---|---|
| Coefficient of variation (CV) | 0.01317681965 |
| Kurtosis | 3.616970238 |
| Mean | 36.38663713 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.4699462158 |
| Sum | 156025.9 |
| Variance | 0.2298820404 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 36 | 585 | 5.3% |
| 36.1 | 434 | 3.9% |
| 36.4 | 379 | 3.4% |
| 36.2 | 356 | 3.2% |
| 36.7 | 343 | 3.1% |
| 36.3 | 335 | 3.0% |
| 36.5 | 326 | 2.9% |
| 36.6 | 249 | 2.2% |
| 36.8 | 222 | 2.0% |
| 36.9 | 160 | 1.4% |
| Other values (38) | 899 | 8.1% |
| (Missing) | 6826 |
| Value | Count | Frequency (%) |
| 34.1 | 1 | < 0.1% |
| 34.2 | 1 | < 0.1% |
| 34.4 | 3 | |
| 34.6 | 2 | |
| 34.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.9 | 2 | |
| 39.7 | 1 | |
| 39.5 | 1 | |
| 39.1 | 1 | |
| 38.9 | 2 |
respiratory_rate
Real number (ℝ)
Missing
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 8941 |
| Missing (%) | 80.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.85365854 |
| Minimum | 11 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 17 |
| median | 18 |
| Q3 | 19 |
| 95-th percentile | 21 |
| Maximum | 52 |
| Range | 41 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.208457648 |
|---|---|
| Coefficient of variation (CV) | 0.1236977644 |
| Kurtosis | 26.20743221 |
| Mean | 17.85365854 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.314367081 |
| Sum | 38796 |
| Variance | 4.877285182 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 18 | 806 | 7.3% |
| 20 | 371 | 3.3% |
| 16 | 296 | 2.7% |
| 19 | 184 | 1.7% |
| 17 | 147 | 1.3% |
| 14 | 100 | 0.9% |
| 21 | 62 | 0.6% |
| 15 | 55 | 0.5% |
| 13 | 49 | 0.4% |
| 22 | 44 | 0.4% |
| Other values (5) | 59 | 0.5% |
| (Missing) | 8941 |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 12 | 34 | 0.3% |
| 13 | 49 | |
| 14 | 100 | |
| 15 | 55 |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 24 | 5 | < 0.1% |
| 23 | 18 | 0.2% |
| 22 | 44 | |
| 21 | 62 |
oxygen_saturation
Real number (ℝ)
Missing
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 8987 |
| Missing (%) | 80.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.99294781 |
| Minimum | 89 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 96 |
| Q1 | 97 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.361494084 |
|---|---|
| Coefficient of variation (CV) | 0.01389379659 |
| Kurtosis | 2.331273282 |
| Mean | 97.99294781 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.9867855475 |
| Sum | 208431 |
| Variance | 1.853666142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 99 | 676 | 6.1% |
| 98 | 581 | 5.2% |
| 97 | 358 | 3.2% |
| 96 | 216 | 1.9% |
| 100 | 206 | 1.9% |
| 95 | 72 | 0.6% |
| 94 | 8 | 0.1% |
| 93 | 4 | < 0.1% |
| 90 | 2 | < 0.1% |
| 91 | 2 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| (Missing) | 8987 |
| Value | Count | Frequency (%) |
| 89 | 1 | < 0.1% |
| 90 | 2 | |
| 91 | 2 | |
| 92 | 1 | < 0.1% |
| 93 | 4 |
| Value | Count | Frequency (%) |
| 100 | 206 | 1.9% |
| 99 | 676 | |
| 98 | 581 | |
| 97 | 358 | |
| 96 | 216 | 1.9% |
height_m
Real number (ℝ)
Missing
| Distinct | 337 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 4609 |
| Missing (%) | 41.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.653187548 |
| Minimum | 1.01 |
|---|---|
| Maximum | 2.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 1.01 |
|---|---|
| 5-th percentile | 1.51 |
| Q1 | 1.584 |
| median | 1.65 |
| Q3 | 1.72 |
| 95-th percentile | 1.82 |
| Maximum | 2.01 |
| Range | 1 |
| Interquartile range (IQR) | 0.136 |
Descriptive statistics
| Standard deviation | 0.09626218808 |
|---|---|
| Coefficient of variation (CV) | 0.058228232 |
| Kurtosis | 0.6158418246 |
| Mean | 1.653187548 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 0.1008645781 |
| Sum | 10753.985 |
| Variance | 0.009266408855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.65 | 268 | 2.4% |
| 1.6 | 257 | 2.3% |
| 1.63 | 240 | 2.2% |
| 1.7 | 227 | 2.0% |
| 1.62 | 222 | 2.0% |
| 1.64 | 221 | 2.0% |
| 1.67 | 217 | 2.0% |
| 1.72 | 211 | 1.9% |
| 1.58 | 204 | 1.8% |
| 1.69 | 202 | 1.8% |
| Other values (327) | 4236 | |
| (Missing) | 4609 |
| Value | Count | Frequency (%) |
| 1.01 | 1 | |
| 1.05 | 1 | |
| 1.15 | 1 | |
| 1.19 | 1 | |
| 1.2 | 1 |
| Value | Count | Frequency (%) |
| 2.01 | 2 | |
| 1.99 | 1 | |
| 1.97 | 2 | |
| 1.96 | 2 | |
| 1.95 | 2 |
weight_kg
Real number (ℝ)
Missing
| Distinct | 806 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 4477 |
| Missing (%) | 40.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.7659545 |
| Minimum | 34 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 58.8 |
| median | 67.9 |
| Q3 | 80.2 |
| 95-th percentile | 101.8 |
| Maximum | 200 |
| Range | 166 |
| Interquartile range (IQR) | 21.4 |
Descriptive statistics
| Standard deviation | 16.62313684 |
|---|---|
| Coefficient of variation (CV) | 0.2349030259 |
| Kurtosis | 1.739869122 |
| Mean | 70.7659545 |
| Median Absolute Deviation (MAD) | 10.4 |
| Skewness | 0.9815325609 |
| Sum | 469673.64 |
| Variance | 276.3286786 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65 | 61 | 0.5% |
| 60 | 59 | 0.5% |
| 70 | 58 | 0.5% |
| 55 | 45 | 0.4% |
| 75 | 43 | 0.4% |
| 61 | 40 | 0.4% |
| 56 | 39 | 0.4% |
| 68 | 36 | 0.3% |
| 80 | 36 | 0.3% |
| 74 | 36 | 0.3% |
| Other values (796) | 6184 | |
| (Missing) | 4477 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 34.1 | 1 | |
| 35 | 1 | |
| 35.1 | 1 | |
| 35.5 | 1 |
| Value | Count | Frequency (%) |
| 200 | 1 | |
| 171 | 1 | |
| 168.8 | 1 | |
| 162.2 | 1 | |
| 153.9 | 1 |
bmi
Real number (ℝ)
Missing
| Distinct | 2504 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 4503 |
| Missing (%) | 40.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.05759331 |
| Minimum | 14 |
|---|---|
| Maximum | 70.02555933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 18.16315667 |
| Q1 | 21.20717902 |
| median | 24.8 |
| Q3 | 29.7 |
| 95-th percentile | 38.20009183 |
| Maximum | 70.02555933 |
| Range | 56.02555933 |
| Interquartile range (IQR) | 8.492820982 |
Descriptive statistics
| Standard deviation | 6.434987088 |
|---|---|
| Coefficient of variation (CV) | 0.2469524722 |
| Kurtosis | 2.007195992 |
| Mean | 26.05759331 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.119593814 |
| Sum | 172266.7494 |
| Variance | 41.40905883 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.5 | 52 | 0.5% |
| 20.8 | 44 | 0.4% |
| 21.9 | 41 | 0.4% |
| 20.5 | 41 | 0.4% |
| 22.9 | 41 | 0.4% |
| 19.3 | 41 | 0.4% |
| 23 | 40 | 0.4% |
| 21.2 | 40 | 0.4% |
| 22.2 | 39 | 0.4% |
| 21.4 | 39 | 0.4% |
| Other values (2494) | 6193 | |
| (Missing) | 4503 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 14.2 | 1 | |
| 14.6 | 1 | |
| 14.7 | 1 | |
| 14.8 | 2 |
| Value | Count | Frequency (%) |
| 70.02555933 | 1 | |
| 67.29678639 | 1 | |
| 65.89 | 1 | |
| 62.84 | 1 | |
| 60.38647343 | 1 |
waist_circumference
Real number (ℝ)
Missing
| Distinct | 111 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 10537 |
| Missing (%) | 94.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.4305026 |
| Minimum | 59 |
|---|---|
| Maximum | 151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 59 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 78 |
| median | 87 |
| Q3 | 97 |
| 95-th percentile | 115.8 |
| Maximum | 151 |
| Range | 92 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.87395089 |
|---|---|
| Coefficient of variation (CV) | 0.1681993255 |
| Kurtosis | 1.290483994 |
| Mean | 88.4305026 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.9342595324 |
| Sum | 51024.4 |
| Variance | 221.2344152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 87 | 23 | 0.2% |
| 81 | 20 | 0.2% |
| 85 | 19 | 0.2% |
| 78 | 19 | 0.2% |
| 89 | 18 | 0.2% |
| 86 | 17 | 0.2% |
| 74 | 16 | 0.1% |
| 79 | 16 | 0.1% |
| 76 | 15 | 0.1% |
| 80 | 13 | 0.1% |
| Other values (101) | 401 | 3.6% |
| (Missing) | 10537 |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 61 | 2 | |
| 62 | 1 | < 0.1% |
| 63 | 4 | |
| 64 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 151 | 1 | |
| 145 | 1 | |
| 143.5 | 2 | |
| 140 | 1 | |
| 133 | 1 |
temp_mean_c
Real number (ℝ)
Missing
| Distinct | 1727 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.03774531 |
| Minimum | -10.05432129 |
|---|---|
| Maximum | 26.97485352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -10.05432129 |
|---|---|
| 5-th percentile | 9.25579834 |
| Q1 | 12.33511353 |
| median | 15.74066162 |
| Q3 | 20.20108032 |
| 95-th percentile | 23.19146729 |
| Maximum | 26.97485352 |
| Range | 37.0291748 |
| Interquartile range (IQR) | 7.865966797 |
Descriptive statistics
| Standard deviation | 4.588166356 |
|---|---|
| Coefficient of variation (CV) | 0.286085498 |
| Kurtosis | -0.7230262351 |
| Mean | 16.03774531 |
| Median Absolute Deviation (MAD) | 3.848388672 |
| Skewness | -0.05506199227 |
| Sum | 174025.5744 |
| Variance | 21.05127051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23.85656738 | 162 | 1.5% |
| 10.29122925 | 82 | 0.7% |
| 12.18753052 | 75 | 0.7% |
| 10.25231934 | 71 | 0.6% |
| 12.77682495 | 68 | 0.6% |
| 15.74066162 | 63 | 0.6% |
| 10.61779785 | 62 | 0.6% |
| 11.81921387 | 56 | 0.5% |
| 13.03979492 | 54 | 0.5% |
| 13.3934021 | 50 | 0.4% |
| Other values (1717) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| -10.05432129 | 3 | < 0.1% |
| 2.775390625 | 1 | < 0.1% |
| 4.120758057 | 8 | |
| 4.251281738 | 4 | |
| 4.318847656 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.97485352 | 2 | < 0.1% |
| 26.68023682 | 7 | |
| 26.32250977 | 4 | |
| 26.03259277 | 4 | |
| 26.01004028 | 7 |
temp_max_c
Real number (ℝ)
Missing
| Distinct | 1723 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.2515071 |
| Minimum | 5.698150635 |
|---|---|
| Maximum | 36.24139404 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 5.698150635 |
|---|---|
| 5-th percentile | 15.89398193 |
| Q1 | 20.30233765 |
| median | 23.03268433 |
| Q3 | 26.62512207 |
| 95-th percentile | 30.65420532 |
| Maximum | 36.24139404 |
| Range | 30.54324341 |
| Interquartile range (IQR) | 6.322784424 |
Descriptive statistics
| Standard deviation | 4.393749091 |
|---|---|
| Coefficient of variation (CV) | 0.1889662065 |
| Kurtosis | -0.4525748162 |
| Mean | 23.2515071 |
| Median Absolute Deviation (MAD) | 3.149841309 |
| Skewness | -0.03171967964 |
| Sum | 252302.1035 |
| Variance | 19.30503108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30.65509033 | 162 | 1.5% |
| 16.73791504 | 82 | 0.7% |
| 20.50213623 | 75 | 0.7% |
| 15.76199341 | 71 | 0.6% |
| 21.39639282 | 68 | 0.6% |
| 23.35620117 | 63 | 0.6% |
| 19.05310059 | 62 | 0.6% |
| 22.92401123 | 60 | 0.5% |
| 21.27597046 | 56 | 0.5% |
| 22.51968384 | 54 | 0.5% |
| Other values (1713) | 10098 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 5.698150635 | 1 | < 0.1% |
| 8.783355713 | 3 | |
| 9.541870117 | 2 | |
| 10.09637451 | 4 | |
| 10.15402222 | 2 |
| Value | Count | Frequency (%) |
| 36.24139404 | 4 | |
| 34.80413818 | 2 | < 0.1% |
| 34.58059692 | 7 | |
| 34.51626587 | 4 | |
| 33.42169189 | 7 |
temp_min_c
Real number (ℝ)
Missing
| Distinct | 1725 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.758401615 |
| Minimum | -11.76116943 |
|---|---|
| Maximum | 20.26873779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 175 |
| Negative (%) | 1.6% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -11.76116943 |
|---|---|
| 5-th percentile | 1.618133545 |
| Q1 | 5.343292236 |
| median | 9.845123291 |
| Q3 | 14.46630859 |
| 95-th percentile | 17.44021606 |
| Maximum | 20.26873779 |
| Range | 32.02990723 |
| Interquartile range (IQR) | 9.123016357 |
Descriptive statistics
| Standard deviation | 5.259556141 |
|---|---|
| Coefficient of variation (CV) | 0.5389772166 |
| Kurtosis | -1.109494087 |
| Mean | 9.758401615 |
| Median Absolute Deviation (MAD) | 4.56362915 |
| Skewness | -0.1024855153 |
| Sum | 105888.4159 |
| Variance | 27.6629308 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16.33206177 | 162 | 1.5% |
| 0.969909668 | 82 | 0.7% |
| 1.902008057 | 75 | 0.7% |
| 6.476867676 | 71 | 0.6% |
| 2.768371582 | 68 | 0.6% |
| 9.318969727 | 63 | 0.6% |
| 2.118865967 | 62 | 0.6% |
| 3.248657227 | 56 | 0.5% |
| 5.674224854 | 54 | 0.5% |
| 6.106414795 | 50 | 0.4% |
| Other values (1715) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| -11.76116943 | 3 | < 0.1% |
| -1.961486816 | 8 | 0.1% |
| -1.9034729 | 9 | |
| -1.879180908 | 22 | |
| -1.637634277 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.26873779 | 8 | |
| 19.7460022 | 1 | < 0.1% |
| 19.699646 | 11 | |
| 19.63360596 | 1 | < 0.1% |
| 19.54129028 | 14 |
temp_range_c
Real number (ℝ)
Missing
| Distinct | 1725 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.49310548 |
| Minimum | 2.219543457 |
|---|---|
| Maximum | 21.99676514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 2.219543457 |
|---|---|
| 5-th percentile | 6.919128418 |
| Q1 | 11.26548767 |
| median | 13.87136841 |
| Q3 | 15.99832153 |
| 95-th percentile | 18.62802124 |
| Maximum | 21.99676514 |
| Range | 19.77722168 |
| Interquartile range (IQR) | 4.732833862 |
Descriptive statistics
| Standard deviation | 3.571651144 |
|---|---|
| Coefficient of variation (CV) | 0.264701936 |
| Kurtosis | -0.04825905213 |
| Mean | 13.49310548 |
| Median Absolute Deviation (MAD) | 2.326446533 |
| Skewness | -0.4808117512 |
| Sum | 146413.6876 |
| Variance | 12.7566919 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14.32302856 | 162 | 1.5% |
| 15.76800537 | 82 | 0.7% |
| 18.60012817 | 75 | 0.7% |
| 9.285125732 | 71 | 0.6% |
| 18.62802124 | 68 | 0.6% |
| 14.03723145 | 63 | 0.6% |
| 16.93423462 | 62 | 0.6% |
| 18.02731323 | 56 | 0.5% |
| 16.84545898 | 54 | 0.5% |
| 16.09661865 | 50 | 0.4% |
| Other values (1715) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 2.219543457 | 11 | |
| 2.232879639 | 2 | < 0.1% |
| 2.609741211 | 1 | < 0.1% |
| 2.683410645 | 6 | |
| 2.840759277 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.99676514 | 25 | |
| 21.46954346 | 16 | |
| 21.44076538 | 2 | < 0.1% |
| 20.97122192 | 5 | < 0.1% |
| 20.66549683 | 31 |
temp_lag1d
Real number (ℝ)
Missing
| Distinct | 1727 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.03774531 |
| Minimum | -10.05432129 |
|---|---|
| Maximum | 26.97485352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -10.05432129 |
|---|---|
| 5-th percentile | 9.25579834 |
| Q1 | 12.33511353 |
| median | 15.74066162 |
| Q3 | 20.20108032 |
| 95-th percentile | 23.19146729 |
| Maximum | 26.97485352 |
| Range | 37.0291748 |
| Interquartile range (IQR) | 7.865966797 |
Descriptive statistics
| Standard deviation | 4.588166356 |
|---|---|
| Coefficient of variation (CV) | 0.286085498 |
| Kurtosis | -0.7230262351 |
| Mean | 16.03774531 |
| Median Absolute Deviation (MAD) | 3.848388672 |
| Skewness | -0.05506199227 |
| Sum | 174025.5744 |
| Variance | 21.05127051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23.85656738 | 162 | 1.5% |
| 10.29122925 | 82 | 0.7% |
| 12.18753052 | 75 | 0.7% |
| 10.25231934 | 71 | 0.6% |
| 12.77682495 | 68 | 0.6% |
| 15.74066162 | 63 | 0.6% |
| 10.61779785 | 62 | 0.6% |
| 11.81921387 | 56 | 0.5% |
| 13.03979492 | 54 | 0.5% |
| 13.3934021 | 50 | 0.4% |
| Other values (1717) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| -10.05432129 | 3 | < 0.1% |
| 2.775390625 | 1 | < 0.1% |
| 4.120758057 | 8 | |
| 4.251281738 | 4 | |
| 4.318847656 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.97485352 | 2 | < 0.1% |
| 26.68023682 | 7 | |
| 26.32250977 | 4 | |
| 26.03259277 | 4 | |
| 26.01004028 | 7 |
temp_lag3d
Real number (ℝ)
Missing
| Distinct | 1730 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.98878696 |
| Minimum | 3.178507487 |
|---|---|
| Maximum | 26.68509928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 3.178507487 |
|---|---|
| 5-th percentile | 9.508117676 |
| Q1 | 12.34500122 |
| median | 15.68138631 |
| Q3 | 20.02757772 |
| 95-th percentile | 22.35461426 |
| Maximum | 26.68509928 |
| Range | 23.5065918 |
| Interquartile range (IQR) | 7.682576497 |
Descriptive statistics
| Standard deviation | 4.409026881 |
|---|---|
| Coefficient of variation (CV) | 0.275757435 |
| Kurtosis | -1.058369912 |
| Mean | 15.98878696 |
| Median Absolute Deviation (MAD) | 3.838531494 |
| Skewness | -0.02844949314 |
| Sum | 173494.3273 |
| Variance | 19.43951803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.29105632 | 162 | 1.5% |
| 11.74414062 | 82 | 0.7% |
| 13.36358643 | 75 | 0.7% |
| 11.95332845 | 71 | 0.6% |
| 12.71242269 | 68 | 0.6% |
| 13.60899862 | 63 | 0.6% |
| 10.71794637 | 62 | 0.6% |
| 10.71543376 | 56 | 0.5% |
| 13.39558919 | 54 | 0.5% |
| 13.38541667 | 50 | 0.4% |
| Other values (1720) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 3.178507487 | 3 | < 0.1% |
| 4.359547933 | 3 | < 0.1% |
| 4.651987712 | 22 | |
| 5.448689779 | 8 | 0.1% |
| 5.519948324 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.68509928 | 7 | |
| 26.59851074 | 2 | < 0.1% |
| 25.66687012 | 2 | < 0.1% |
| 25.65826416 | 1 | < 0.1% |
| 25.63437907 | 1 | < 0.1% |
temp_lag7d
Real number (ℝ)
Missing
| Distinct | 1730 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.94063694 |
| Minimum | 3.370261056 |
|---|---|
| Maximum | 24.8702567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 3.370261056 |
|---|---|
| 5-th percentile | 9.840488979 |
| Q1 | 12.36106655 |
| median | 15.74924142 |
| Q3 | 19.82111032 |
| 95-th percentile | 22.15353394 |
| Maximum | 24.8702567 |
| Range | 21.49999564 |
| Interquartile range (IQR) | 7.460043771 |
Descriptive statistics
| Standard deviation | 4.245276938 |
|---|---|
| Coefficient of variation (CV) | 0.266317899 |
| Kurtosis | -1.177041786 |
| Mean | 15.94063694 |
| Median Absolute Deviation (MAD) | 3.669747489 |
| Skewness | -0.01872978704 |
| Sum | 172971.8514 |
| Variance | 18.02237628 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20.44643729 | 162 | 1.5% |
| 13.14115252 | 82 | 0.7% |
| 13.49623762 | 75 | 0.7% |
| 12.72229004 | 71 | 0.6% |
| 12.07949393 | 68 | 0.6% |
| 12.4946725 | 63 | 0.6% |
| 11.37265451 | 62 | 0.6% |
| 10.2716326 | 56 | 0.5% |
| 12.6749442 | 54 | 0.5% |
| 12.19215611 | 50 | 0.4% |
| Other values (1720) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 3.370261056 | 3 | < 0.1% |
| 3.798331124 | 4 | |
| 4.175192697 | 8 | |
| 4.736977713 | 3 | < 0.1% |
| 6.039363316 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.8702567 | 2 | |
| 24.81865583 | 1 | < 0.1% |
| 24.80758667 | 2 | |
| 24.4493321 | 1 | < 0.1% |
| 24.43696376 | 3 |
temp_lag14d
Real number (ℝ)
Missing
| Distinct | 1730 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.93380508 |
| Minimum | 7.199545724 |
|---|---|
| Maximum | 24.44469343 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 7.199545724 |
|---|---|
| 5-th percentile | 9.966676985 |
| Q1 | 12.24809919 |
| median | 15.62426758 |
| Q3 | 19.8155147 |
| 95-th percentile | 21.94070653 |
| Maximum | 24.44469343 |
| Range | 17.24514771 |
| Interquartile range (IQR) | 7.56741551 |
Descriptive statistics
| Standard deviation | 4.181770319 |
|---|---|
| Coefficient of variation (CV) | 0.2624464337 |
| Kurtosis | -1.366119193 |
| Mean | 15.93380508 |
| Median Absolute Deviation (MAD) | 3.78818621 |
| Skewness | 0.01394708341 |
| Sum | 172897.7189 |
| Variance | 17.487203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.32225473 | 162 | 1.5% |
| 12.61032322 | 82 | 0.7% |
| 12.80664934 | 75 | 0.7% |
| 11.74922398 | 71 | 0.6% |
| 12.37721906 | 68 | 0.6% |
| 12.7396371 | 63 | 0.6% |
| 9.966676985 | 62 | 0.6% |
| 10.82214355 | 56 | 0.5% |
| 11.38184684 | 54 | 0.5% |
| 11.23243277 | 50 | 0.4% |
| Other values (1720) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 7.199545724 | 2 | < 0.1% |
| 7.495640346 | 3 | |
| 7.658030919 | 5 | |
| 7.73866054 | 4 | |
| 7.852855137 | 3 |
| Value | Count | Frequency (%) |
| 24.44469343 | 1 | < 0.1% |
| 23.58436366 | 3 | < 0.1% |
| 23.57766724 | 2 | < 0.1% |
| 23.31017194 | 10 | |
| 23.29642596 | 3 | < 0.1% |
temp_lag21d
Real number (ℝ)
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.90691129 |
| Minimum | 8.262842088 |
|---|---|
| Maximum | 23.75516183 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 8.262842088 |
|---|---|
| 5-th percentile | 10.0581665 |
| Q1 | 12.12665376 |
| median | 15.88231405 |
| Q3 | 19.69606236 |
| 95-th percentile | 21.95376151 |
| Maximum | 23.75516183 |
| Range | 15.49231974 |
| Interquartile range (IQR) | 7.569408598 |
Descriptive statistics
| Standard deviation | 4.148531399 |
|---|---|
| Coefficient of variation (CV) | 0.2608005617 |
| Kurtosis | -1.444590068 |
| Mean | 15.90691129 |
| Median Absolute Deviation (MAD) | 3.787498837 |
| Skewness | 0.02141054456 |
| Sum | 172605.8944 |
| Variance | 17.21031277 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.31667655 | 162 | 1.5% |
| 12.63186355 | 82 | 0.7% |
| 12.60181827 | 75 | 0.7% |
| 11.52640061 | 71 | 0.6% |
| 11.61439587 | 68 | 0.6% |
| 11.85975865 | 63 | 0.6% |
| 10.72720918 | 62 | 0.6% |
| 10.06832886 | 56 | 0.5% |
| 11.1222011 | 54 | 0.5% |
| 10.82962472 | 50 | 0.4% |
| Other values (1721) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 8.262842088 | 1 | < 0.1% |
| 8.456750779 | 2 | |
| 8.47807094 | 1 | < 0.1% |
| 8.537514823 | 3 | |
| 8.575930641 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.75516183 | 1 | < 0.1% |
| 23.01486787 | 5 | |
| 22.93925839 | 7 | |
| 22.92537144 | 3 | |
| 22.92507789 | 2 | < 0.1% |
temp_lag30d
Real number (ℝ)
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.88796249 |
| Minimum | 8.54367981 |
|---|---|
| Maximum | 24.15265198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 8.54367981 |
|---|---|
| 5-th percentile | 10.12995911 |
| Q1 | 11.88150228 |
| median | 15.92819722 |
| Q3 | 19.73080495 |
| 95-th percentile | 21.81818949 |
| Maximum | 24.15265198 |
| Range | 15.60897217 |
| Interquartile range (IQR) | 7.849302673 |
Descriptive statistics
| Standard deviation | 4.124626181 |
|---|---|
| Coefficient of variation (CV) | 0.2596069939 |
| Kurtosis | -1.499597251 |
| Mean | 15.88796249 |
| Median Absolute Deviation (MAD) | 3.983812459 |
| Skewness | 0.02704590165 |
| Sum | 172400.281 |
| Variance | 17.01254113 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.58579305 | 162 | 1.5% |
| 11.94438477 | 82 | 0.7% |
| 12.02363586 | 75 | 0.7% |
| 10.83333435 | 71 | 0.6% |
| 11.10749715 | 68 | 0.6% |
| 11.35863444 | 63 | 0.6% |
| 10.54763896 | 62 | 0.6% |
| 10.63097229 | 56 | 0.5% |
| 10.9859609 | 54 | 0.5% |
| 10.92889099 | 50 | 0.4% |
| Other values (1721) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 8.54367981 | 1 | < 0.1% |
| 8.57419637 | 2 | |
| 8.57488505 | 3 | |
| 8.654159546 | 1 | < 0.1% |
| 8.696273804 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.15265198 | 1 | < 0.1% |
| 22.64834391 | 6 | |
| 22.62292684 | 3 | < 0.1% |
| 22.61238607 | 2 | < 0.1% |
| 22.58582357 | 9 |
temp_variability_7d
Real number (ℝ)
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.650979217 |
| Minimum | 0.1016849596 |
|---|---|
| Maximum | 10.73499044 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.1016849596 |
|---|---|
| 5-th percentile | 0.5440874841 |
| Q1 | 1.005314726 |
| median | 1.48964872 |
| Q3 | 2.113210675 |
| 95-th percentile | 3.357089536 |
| Maximum | 10.73499044 |
| Range | 10.63330548 |
| Interquartile range (IQR) | 1.107895949 |
Descriptive statistics
| Standard deviation | 0.9392297994 |
|---|---|
| Coefficient of variation (CV) | 0.5688925638 |
| Kurtosis | 13.01869866 |
| Mean | 1.650979217 |
| Median Absolute Deviation (MAD) | 0.5277872777 |
| Skewness | 2.160084743 |
| Sum | 17914.77548 |
| Variance | 0.8821526161 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.331820953 | 162 | 1.5% |
| 1.862599193 | 82 | 0.7% |
| 1.410893833 | 75 | 0.7% |
| 1.141127064 | 71 | 0.6% |
| 1.167898795 | 68 | 0.6% |
| 1.817120478 | 63 | 0.6% |
| 0.7333794527 | 62 | 0.6% |
| 0.8513418913 | 56 | 0.5% |
| 1.066498953 | 54 | 0.5% |
| 1.535579372 | 50 | 0.4% |
| Other values (1721) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 0.1016849596 | 5 | < 0.1% |
| 0.1638275684 | 12 | |
| 0.1793081405 | 2 | < 0.1% |
| 0.1844241766 | 15 | |
| 0.233407169 | 9 |
| Value | Count | Frequency (%) |
| 10.73499044 | 3 | < 0.1% |
| 10.4802824 | 8 | |
| 10.23648706 | 4 | |
| 9.889027859 | 3 | < 0.1% |
| 8.135097039 | 3 | < 0.1% |
temp_variability_30d
Real number (ℝ)
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.149724415 |
| Minimum | 0.76272747 |
|---|---|
| Maximum | 5.809222506 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0.76272747 |
|---|---|
| 5-th percentile | 1.198858245 |
| Q1 | 1.674917399 |
| median | 2.04513793 |
| Q3 | 2.532525062 |
| 95-th percentile | 3.327320984 |
| Maximum | 5.809222506 |
| Range | 5.046495036 |
| Interquartile range (IQR) | 0.8576076627 |
Descriptive statistics
| Standard deviation | 0.6727669696 |
|---|---|
| Coefficient of variation (CV) | 0.3129549839 |
| Kurtosis | 1.947413253 |
| Mean | 2.149724415 |
| Median Absolute Deviation (MAD) | 0.4178164191 |
| Skewness | 0.9363140526 |
| Sum | 23326.65963 |
| Variance | 0.4526153953 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.071289663 | 162 | 1.5% |
| 1.627321511 | 82 | 0.7% |
| 1.601728173 | 75 | 0.7% |
| 2.014898461 | 71 | 0.6% |
| 1.869212716 | 68 | 0.6% |
| 1.969450377 | 63 | 0.6% |
| 1.907285655 | 62 | 0.6% |
| 1.917104564 | 56 | 0.5% |
| 2.159923516 | 54 | 0.5% |
| 2.126139928 | 50 | 0.4% |
| Other values (1721) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 0.76272747 | 9 | |
| 0.7778150678 | 16 | |
| 0.7836382419 | 20 | |
| 0.7866074379 | 14 | |
| 0.8157336196 | 9 |
| Value | Count | Frequency (%) |
| 5.809222506 | 2 | < 0.1% |
| 5.806131021 | 3 | < 0.1% |
| 5.804925547 | 4 | |
| 5.800184971 | 8 | |
| 5.790555728 | 3 | < 0.1% |
apparent_temp
Real number (ℝ)
Missing
| Distinct | 1723 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.02601632 |
| Minimum | 3.507736217 |
|---|---|
| Maximum | 53.4665569 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 3.507736217 |
|---|---|
| 5-th percentile | 17.01068357 |
| Q1 | 23.8339528 |
| median | 28.35820779 |
| Q3 | 34.65849753 |
| 95-th percentile | 42.19438875 |
| Maximum | 53.4665569 |
| Range | 49.95882069 |
| Interquartile range (IQR) | 10.82454473 |
Descriptive statistics
| Standard deviation | 7.493159728 |
|---|---|
| Coefficient of variation (CV) | 0.2581532252 |
| Kurtosis | -0.4980056038 |
| Mean | 29.02601632 |
| Median Absolute Deviation (MAD) | 5.444858296 |
| Skewness | 0.1487535903 |
| Sum | 314961.3031 |
| Variance | 56.14744271 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.19609861 | 162 | 1.5% |
| 18.27090189 | 82 | 0.7% |
| 24.15728854 | 75 | 0.7% |
| 16.81556012 | 71 | 0.6% |
| 25.61944054 | 68 | 0.6% |
| 28.9093996 | 63 | 0.6% |
| 21.8399978 | 62 | 0.6% |
| 28.17377461 | 60 | 0.5% |
| 25.4211185 | 56 | 0.5% |
| 27.49074899 | 54 | 0.5% |
| Other values (1713) | 10098 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| 3.507736217 | 1 | < 0.1% |
| 7.258009844 | 3 | |
| 8.224642362 | 2 | |
| 8.942428972 | 4 | |
| 9.017591841 | 2 |
| Value | Count | Frequency (%) |
| 53.4665569 | 4 | |
| 50.47563229 | 2 | < 0.1% |
| 50.0161239 | 7 | |
| 49.8841692 | 4 | |
| 47.65840693 | 7 |
temp_anomaly
Real number (ℝ)
Missing
| Distinct | 1731 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1497828259 |
| Minimum | -20.89914347 |
|---|---|
| Maximum | 7.873060099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5439 |
| Negative (%) | 48.9% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -20.89914347 |
|---|---|
| 5-th percentile | -3.913265991 |
| Q1 | -1.3931132 |
| median | -0.01201477051 |
| Q3 | 1.787661743 |
| 95-th percentile | 4.585971069 |
| Maximum | 7.873060099 |
| Range | 28.77220357 |
| Interquartile range (IQR) | 3.180774943 |
Descriptive statistics
| Standard deviation | 2.543077384 |
|---|---|
| Coefficient of variation (CV) | 16.97843107 |
| Kurtosis | 1.426339639 |
| Mean | 0.1497828259 |
| Median Absolute Deviation (MAD) | 1.603962199 |
| Skewness | -0.02207669288 |
| Sum | 1625.293444 |
| Variance | 6.467242582 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.270774333 | 162 | 1.5% |
| -1.653155518 | 82 | 0.7% |
| 0.1638946533 | 75 | 0.7% |
| -0.5810150146 | 71 | 0.6% |
| 1.669327799 | 68 | 0.6% |
| 4.382027181 | 63 | 0.6% |
| 0.07015889486 | 62 | 0.6% |
| 1.188241577 | 56 | 0.5% |
| 2.053834025 | 54 | 0.5% |
| 2.464511108 | 50 | 0.4% |
| Other values (1721) | 10108 | |
| (Missing) | 263 | 2.4% |
| Value | Count | Frequency (%) |
| -20.89914347 | 3 | |
| -10.61688334 | 5 | |
| -9.289135742 | 4 | |
| -8.944226074 | 1 | < 0.1% |
| -8.204482015 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.873060099 | 1 | < 0.1% |
| 7.413176473 | 4 | |
| 7.344246419 | 8 | |
| 7.259265137 | 4 | |
| 6.991039022 | 4 |
heat_wave_day
Real number (ℝ)
Zeros
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06541299262 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10387 |
| Zeros (%) | 93.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2472643002 |
|---|---|
| Coefficient of variation (CV) | 3.780048738 |
| Kurtosis | 10.36267536 |
| Mean | 0.06541299262 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.515794447 |
| Sum | 727 |
| Variance | 0.06113963415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=2)
| Value | Count | Frequency (%) |
| 0 | 10387 | |
| 1 | 727 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 10387 | |
| 1 | 727 | 6.5% |
| Value | Count | Frequency (%) |
| 1 | 727 | 6.5% |
| 0 | 10387 |
heat_stress_category
Text
Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 263 |
| Missing (%) | 2.4% |
| Memory size | 87.0 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 8.33204313 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Comfortable |
|---|---|
| 2nd row | Comfortable |
| 3rd row | Comfortable |
| 4th row | Comfortable |
| 5th row | Comfortable |
| Value | Count | Frequency (%) |
| comfortable | 6814 | |
| warm | 3033 | |
| hot | 723 | 6.7% |
| cold | 277 | 2.6% |
| extreme | 4 | < 0.1% |
| heat | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 14628 | |
| m | 9851 | |
| r | 9851 | |
| a | 9851 | |
| t | 7545 | |
| C | 7091 | |
| l | 7091 | |
| e | 6826 | |
| f | 6814 | |
| b | 6814 | |
| Other values (6) | 4049 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79552 | |
| Uppercase Letter | 10855 | 12.0% |
| Space Separator | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 14628 | |
| m | 9851 | |
| r | 9851 | |
| a | 9851 | |
| t | 7545 | |
| l | 7091 | |
| e | 6826 | |
| f | 6814 | |
| b | 6814 | |
| d | 277 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 7091 | |
| W | 3033 | |
| H | 727 | 6.7% |
| E | 4 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90407 | |
| Common | 4 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 14628 | |
| m | 9851 | |
| r | 9851 | |
| a | 9851 | |
| t | 7545 | |
| C | 7091 | |
| l | 7091 | |
| e | 6826 | |
| f | 6814 | |
| b | 6814 | |
| Other values (5) | 4045 | 4.5% |
Common
| Value | Count | Frequency (%) |
| 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90411 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 14628 | |
| m | 9851 | |
| r | 9851 | |
| a | 9851 | |
| t | 7545 | |
| C | 7091 | |
| l | 7091 | |
| e | 6826 | |
| f | 6814 | |
| b | 6814 | |
| Other values (6) | 4049 | 4.5% |